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Lampros M, Symeou S, Vlachos N, Gkampenis A, Zigouris A, Voulgaris S, Alexiou GA. Applications of machine learning in pediatric traumatic brain injury (pTBI): a systematic review of the literature. Neurosurg Rev 2024; 47:737. [PMID: 39367894 DOI: 10.1007/s10143-024-02955-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 09/21/2024] [Accepted: 09/28/2024] [Indexed: 10/07/2024]
Abstract
OBJECTIVE Pediatric traumatic brain injury (pTBI) is a heterogeneous condition requiring the development of clinical decision rules (CDRs) for the optimal management of these patients. Machine learning (ML) is a novel artificial intelligence (AI) predictive tool with various applications in modern neurosurgery, including the creation of CDRs for patients with pTBI. In the present study, we summarized the current literature on the applications of ML in pTBI. METHODS A systematic review was conducted following the PRISMA guidelines. The literature search included PubMed/MEDLINE, SCOPUS, and ScienceDirect databases. We included observational or experimental studies focusing on the applications of ML in patients with pTBI under 18 years of age. RESULTS A total of 18 articles were included in our systematic review. Of these articles, 16 were retrospective cohorts, 1 was a prospective cohort, and 1 was a case-control study. Of these articles, ten concerned ML applications in predicting the outcome of pTBI patients, while 8 reported applications of ML in predicting the need for CT scans. Artificial Neuronal Network (ANN) and Random Forest (RF) were the most commonly utilized models for the creation of predictive algorithms. The accuracy of the ML algorithms to predict the need for CT scan in pTBI cases ranged from 0.790 to 0.999, and the Area Under Curve (AUC) ranged from 0.411 (95%CI: 0.354-0.468) to 0.980 (95%CI: 0.950-1.00). The model with the maximum accuracy to predict the need for CT scan was a Deep ANN model, while the model with the maximum AUC was Ensemble Learning. The model with the maximum accuracy to predict the outcome (favorable vs. unfavorable) of patients with TBI was a support vector machine (SVM) model with 94.0% accuracy, whereas the model with the highest AUC was an ANN model with an AUC of 0.991. CONCLUSION In the present systematic review, conventional and novel ML models were utilized to either predict the presence of intracranial trauma or the prognosis of children with pTBI. However, most of the reported ML algorithms have not been externally validated and are pending further research.
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Affiliation(s)
- Marios Lampros
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece
- Medical School, University of Ioannina, Ioannina, Greece
| | - Solonas Symeou
- Medical School, University of Ioannina, Ioannina, Greece
| | - Nikolaos Vlachos
- Department of General Surgery, Hatzikosta General Hospital, Ioannina, Greece
| | | | - Andreas Zigouris
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece
| | - Spyridon Voulgaris
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece
- Medical School, University of Ioannina, Ioannina, Greece
| | - George A Alexiou
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece.
- Medical School, University of Ioannina, Ioannina, Greece.
- Department of Neurosurgery, University of Ioannina School of Medicine, S. Niarhou Avenue, Ioannina, 45500, Greece.
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Akie TE, Gupta M, Rodriguez RM, Hendey GW, Wilson JL, Quinones AK, Mower WR. Characteristics of Intracranial Injuries in Pediatric Patients Following Blunt Head Trauma. Pediatr Emerg Care 2024; 40:e202-e208. [PMID: 38748466 DOI: 10.1097/pec.0000000000003214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/30/2024]
Abstract
OBJECTIVES Pediatric head trauma is a frequent reason for presentation to the emergency department. Despite this, there are few reports on specific characteristics and injury patterns in head injured children. The goal of this study was to evaluate head injury patterns in children with blunt head injury and their prevalence by age group. METHODS This is a planned secondary analysis of the NEXUS II Head CT validation study. Consecutive patients with blunt head trauma were enrolled between 2006 and 2015. Demographics and criteria from 2 clinical decision instruments (NEXUS and Canadian Head CT rules) were gathered at the time of enrollment. We abstracted and cataloged injuries for pediatric patients based on radiologist report. Frequencies of injuries and severity were analyzed by developmental age group. RESULTS A total of 1018 pediatric patients were enrolled, 128 (12.6%) of whom had an injury on computed tomography scan. Median age was 11.9 (Interquartile range 4.5-15.5) for all patients and 12 (4.8-15.5) for injured patients. Of injured patients, 49 (38.3%) had a significant injury, and 27 (21.1%) received an intervention. Teenagers had the highest rate of significant injury (50%) and intervention (30%). Injuries were most frequently noted in the temporal (46.1%), frontal (45.3%), and parietal (45.3%) regions. Subarachnoid hemorrhage (29.7%) and subdural hematoma (28.9%) were the most common injuries observed.Intraparenchymal hemorrhage and cerebral edema were more prevalent in older age groups. The most common injury mechanism overall was fall from height (24.7%). Motor vehicle accidents and nonmotorized wheeled vehicle accidents were more common in older patients. CONCLUSIONS Serious injuries requiring intervention were rarely encountered in pediatric patients experiencing blunt head trauma. Mechanisms of injury, type of injury, and rates of intervention varied between developmental age groups.
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Affiliation(s)
| | | | - Robert M Rodriguez
- Department of Emergency Medicine, UCSF School of Medicine, San Francisco, CA
| | - Gregory W Hendey
- Department of Emergency Medicine, Ronald Reagan - UCLA Medical Center, Los Angeles
| | | | | | - William R Mower
- Department of Emergency Medicine, Ronald Reagan - UCLA Medical Center, Los Angeles
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Esmaeilzadeh M, Bronzlik P, Solmaz H, Polemikos M, Heissler HE, Raab P, Lanfermann H, Krauss JK. Reducing radiation exposure and costs: CT body scout views with an enhanced protocol versus conventional radiography after shunt surgery. Clin Neurol Neurosurg 2024; 240:108281. [PMID: 38604085 DOI: 10.1016/j.clineuro.2024.108281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 04/01/2024] [Accepted: 04/07/2024] [Indexed: 04/13/2024]
Abstract
OBJECTIVE Ventriculoperitoneal shunt implantation has become standard treatment for cerebrospinal fluid diversion, besides endoscopic third ventriculostomy for certain indications. Postoperative X-ray radiography series of skull, chest and abdomen combined with cranial CT are obtained routinely in many institutions to document the shunt position and valve settings in adult patients. Measures to reduce postoperative radiation exposure are needed, however, there is only limited experience with such efforts. Here, we aim to compare routine postoperative cranial CT plus conventional radiography series (retrospective arm) with cranial CT and body scout views only (prospective arm) concerning both diagnostic quality and radiation exposure. PATIENTS AND METHODS After introduction of an enhanced CT imaging protocol, routine skull and abdomen radiography was no longer obtained after VP shunt surgery. The image studies of 25 patients with routine postoperative cranial CT and conventional radiography (retrospective arm of study) were then compared to 25 patients with postoperative cranial CT and CT body scout views (prospective arm of study). Patient demographics such as age, sex and primary diagnosis were collected. The image quality of conventional radiographic images and computed tomography scout views images were independently analyzed by one neurosurgeon and one neuroradiologist. RESULTS There were no differences in quality assessments according to three different factors determined by two independent investigators for both groups. There was a statistically significant difference, however, between the conventional radiography series group and the CT body scout view imaging group with regard to radiation exposure. The effective dose estimation calculation yielded a difference of 0.05 mSv (two-tailed t-test, p = 0.044) in favor of CT body scout view imaging. Furthermore, the new enhanced protocol resulted in a reduction of cost and the use of human resources. CONCLUSION CT body scout view imaging provides sufficient imaging quality to determine shunt positioning and valve settings. With regard to radiation exposure and costs, we suggest that conventional postoperative shunt series may be abandoned.
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Affiliation(s)
| | - Paul Bronzlik
- Institute for Diagnostic and Interventional Neuroradiology, Hannover Medical School, Hannover, Germany
| | - Hüseyin Solmaz
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
| | - Manolis Polemikos
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
| | - Hans E Heissler
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
| | - Peter Raab
- Institute for Diagnostic and Interventional Neuroradiology, Hannover Medical School, Hannover, Germany
| | - Heinrich Lanfermann
- Institute for Diagnostic and Interventional Neuroradiology, Hannover Medical School, Hannover, Germany
| | - Joachim K Krauss
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
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Gorski JK, Mithal DS, Mills MG, Ramgopal S. Factors Associated with Pathway-Concordant Neuroimaging for Pediatric Ischemic Stroke. J Pediatr 2024; 268:113905. [PMID: 38190937 DOI: 10.1016/j.jpeds.2024.113905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 01/03/2024] [Accepted: 01/04/2024] [Indexed: 01/10/2024]
Abstract
OBJECTIVE To determine factors associated with magnetic resonance imaging (MRI) and noninvasive diagnostic angiography among children presenting to the emergency department (ED) with acute ischemic stroke. STUDY DESIGN We performed a cross-sectional study using data from >50 US children's hospitals. We included children 29 days through 17 years old hospitalized from the ED with an International Classification of Diseases, Tenth Revision, Clinical Modification, diagnosis code for acute ischemic stroke between October 1, 2015, and November 30, 2022. We excluded children with a principal diagnosis code of trauma/external injury, without neuroimaging on day of presentation, and into-ED transfers. Our outcomes were defined as acquisition of MRI (vs computed tomography only) and angiography (vs no angiography) on day of presentation. We performed generalized linear mixed modeling with hospital as a random effect to determine the association of demographics, known comorbidities, and treatment factors with each outcome. RESULTS We included 1601 children. In multivariable analysis, younger age, mechanical ventilation, and Black race were associated with lower odds of MRI acquisition, whereas history of moyamoya disease and sickle cell disease were associated with greater odds. Younger age, mechanical ventilation, Hispanic ethnicity, Black race, other races, history of metabolic disease, and history of seizures were associated with lower odds of angiography. CONCLUSIONS Younger and non-White children experienced lower odds of MRI and angiography, which may be driven by health system limitations or provider implicit biases or both. Our results expose risk factors for underdiagnosis of ischemic stroke and provide opportunities to tailor institutional pathways reflective of underlying pathophysiology.
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Affiliation(s)
- Jillian K Gorski
- Division of Emergency Medicine, Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital, Chicago, IL.
| | - Divakar S Mithal
- Division of Neurology, Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital, Chicago, IL
| | - Michele G Mills
- Division of Neurology, Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital, Chicago, IL
| | - Sriram Ramgopal
- Division of Emergency Medicine, Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital, Chicago, IL
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Moon J. The relationship between radiofrequency-electromagnetic radiation from cell phones and brain tumor: The brain tumor incidence trends in South Korea. ENVIRONMENTAL RESEARCH 2023; 226:115657. [PMID: 36906274 DOI: 10.1016/j.envres.2023.115657] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 03/06/2023] [Accepted: 03/07/2023] [Indexed: 05/20/2023]
Abstract
INTRODUCTION The aim of this study is to investigate the relationship between the nationwide cell phone subscription rate and the nationwide incidence of brain tumors in South Korea. The nationwide cell phone subscription rate was used as a proxy for the RF-EMR exposure assessment. METHODS The data for cell phone subscriptions per 100 persons from 1985 to 2019 were found in the Statistics, International Telecom Union (ITU). The brain tumor incidence data from 1999 to 2018 provided by the South Korea Central Cancer Registry operated by the National Cancer Center were used. RESULTS In South Korea, the subscription rate increased from 0 per 100 persons in 1991 to 57 per 100 persons in 2000. The subscription rate became 97 per 100 persons in 2009 and 135 per 100 persons in 2019. For the correlation coefficient between cell phone subscription rate before 10 years and ASIR per 100,000, a positive correlation coefficient with a statistical significance was reported in 3 benign brain tumors (International Classification of Diseases, ICD-10 code, D32, D33, and D32.0) and in 3 malignant brain tumors (ICD-10 code, C71.0, C71.1, and C71.2). Positive correlation coefficients with a statistical significance in malignant brain tumors ranged from 0.75 (95% CI 0.46-0.90) for C71.0 to 0.85 (95% CI 0.63-0.93) for C71.1. DISCUSSION In consideration of the fact that the main route for RF-EMR exposure has been through the frontotemporal side of the brain (the location of both ears), the positive correlation coefficient with a statistical significance in the frontal lobe (C71.1) and temporal lobe (C71.2) can be understood. Statistically insignificant results from recent cohort and large population international studies and contrasting results from many previous case-control studies could indicate a difficulty in identifying a factor as a determinant of a disease in ecological study design.
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Affiliation(s)
- Jinyoung Moon
- Department of Occupational and Environmental Medicine, Inha University Hospital, Inhang-ro 27, Jung-gu, Incheon, 22332, South Korea; Department of Environmental Health Science, Graduate School of Public Health, Seoul National University, Gwanak-ro 1, Gwanak-gu, Seoul, 08826, South Korea.
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Vogl TJ, Helal R. [Radiologic Imaging of Pediatric Hearing Loss]. Laryngorhinootologie 2023; 102:222-234. [PMID: 36858062 DOI: 10.1055/a-1954-7750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
Hearing loss in childhood has serious consequences for the entire development of the child. It is very important to make an accurate early diagnosis. The assessment usually includes physical, genetic, and radiological examination. In imaging diagnostics, CT, Cone Beam CT and or MRI of the petrous bone are the usual imaging modalities for the assessment of diseases of mastoid air cells, middle ear, external ear, the cochlea, the vestibulocochlear nerve, and the brain.
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Kuznetsova DR, Gabdullina DA, Makhmudova AF, Bochkina EV, Platonova EO, Zhirnov BO, Akhmetgareeva EE, Atangulova LS, Shein RS, Rakhimova KI, Pakalnis VV, Ganieva ER. Pediatric Brain Tumor Risk Associated with Head Computed Tomography: Systematic Literature Review. CURRENT PEDIATRICS 2023. [DOI: 10.15690/vsp.v22i1.2506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Abstract
Computed tomography (CT) of the brain has changed diagnostic neuroradiology significantly over the past 50 years since it was firstly used back in 1971 to visualize suspected frontal lobe tumour. The safety of head CT is determined by the small amount of radiation and the low sensibility of brain tissue to cytotoxic damage due to ionizing radiation compared to other organs. However, some population groups may be at increased risk. Thus, children are more susceptible to radiation cancer than adults and lifelong attributive risk (LAR) can be more than 10 times higher for an infant than for a middle-aged adult. The authors have reviewed published studies that examined the prevalence and mortality of intracranial tumors in children undergoing head CT in comparison to unaffected individuals. Electronic search of publications in the PubMed database from 1966 to date was carried out. We have carried out intersectoral search for documents containing keywords or medical subject headings (MeSH) related to three wide categories: 1) computed tomography, 2) radiation-induced tumors, 3) risk, morbidity or epidemiology. Further search was performed in manual mode. Available epidemiological data generally confirmed correlation between head CT and tumor growth induction. Thus, current epidemiological data accept the opinion that the risk of tumor induction associated with head CT in children is very small (one tumor per 3,000–10,000 studies). The minimal estimated risk of tumor induction due to head CT in children is mostly offset by its diagnostic imaging benefits considering the clinical indications to minimize radiation dose. Understanding and quantitative risk assessment of carcinogenesis associated with CT imaging led to dose reduction in pediatric CT protocols. This trend should continue and should be implemented in all age groups. Although the decision to perform head CT is often undeniable (injury or hemorrhage), careful assessment of studies frequency is required, especially in patients who need disease monitoring. Cumulative effect in such cases may increase the minimal risk of carcinogenesis. Larger and advanced epidemiological studies are required to better understand these risks.
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Shannon MM, Burris HH, Graham DA. Variation in NICU Head CT Utilization Among U.S. Children's Hospitals. Hosp Pediatr 2023; 13:106-141. [PMID: 36617983 DOI: 10.1542/hpeds.2021-006322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVES Evaluate nationwide 12-year trend and hospital-level variation in head computed tomography (CT) utilization among infants admitted to pediatric hospital NICUs. We hypothesized there was significant variation in utilization. METHODS We conducted a retrospective cohort study examining head CT utilization for infants admitted to the NICU within 31 United States children's hospitals within the Pediatric Health Information System database between 2010 and 2021. Mixed effects logistic regression was used to estimate head CT, head MRI, and head ultrasound utilization (% of admissions) by year. Risk-adjusted hospital head CT rates were examined within the 2021 cohort. RESULTS Between 2010 and 2021, there were 338 644 NICU admissions, of which 10 052 included head CT (3.0%). Overall, head CT utilization decreased (4.9% in 2010 to 2.6% in 2021, P < .0001), with a concomitant increase in head MRI (12.1% to 18.7%, P < .0001) and head ultrasound (41.3% to 43.4%, P < .0001) utilization. In 2021, significant variation in risk-adjusted head CT utilization was noted across centers, with hospital head CT rates ranging from 0% to 10% of admissions. Greatest hospital-level variation was noted for patients with codes for seizure or encephalopathy (hospital head CT rate interquartile range [IQR] = 11.6%; 50th percentile = 12.0%), ventriculoperitoneal shunt (IQR = 10.8%; 50th percentile = 15.4%), and infection (IQR = 10.1%; 50th percentile = 7.5%). CONCLUSIONS Head CT utilization within pediatric hospital NICUs has declined over the past 12-years, but substantial hospital-level variation remains. Development of CT stewardship guidelines may help decrease variation and reduce infant radiation exposure.
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Affiliation(s)
- Megan M Shannon
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania.,Children's Hospital of Philadelphia
| | - Heather H Burris
- Division of Neonatology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.,Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Dionne A Graham
- Program for Patient Safety and Quality, Boston Children's Hospital, Boston, Massachusetts.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
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Gruber M, Klingele N, Monson C, Sribnick EA. Occult pediatric skull fracture and implications for delay in diagnosis: illustrative case. JOURNAL OF NEUROSURGERY. CASE LESSONS 2023; 5:CASE22386. [PMID: 36718869 PMCID: PMC10550710 DOI: 10.3171/case22386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 11/29/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND After being struck in the left side of the head by a thin metal rod, a 10-year-old, previously healthy male presented to an urgent care clinic with a subcentimeter scalp laceration in the midline parietal area and a normal neurological exam. Evaluation included skull radiographs, which did not demonstrate a definitive fracture. Following laceration repair, the patient was discharged to home. OBSERVATIONS Subsequently, progressive neurological symptoms prompted his family to bring him back for evaluation 2 days later, and computed tomography (CT) and magnetic resonance imaging (MRI) revealed an open, depressed skull fracture. Surgical intervention was performed with debridement and closure. The patient was placed on a course of intravenous antibiotics and had no subsequent evidence of infection. LESSONS In cases involving potential cranial perforation by a thin projectile, use of CT imaging or MRI, rather than plain radiographs, may prevent a delay in diagnosis and subsequent complications.
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Affiliation(s)
- Maxwell Gruber
- Department of Pediatric Neurosurgery, Nationwide Children’s Hospital, Columbus, Ohio; and
| | - Nate Klingele
- Department of Neurosurgery, Ohio State University, Columbus, Ohio
| | - Christy Monson
- Department of Pediatric Neurosurgery, Nationwide Children’s Hospital, Columbus, Ohio; and
| | - Eric A. Sribnick
- Department of Pediatric Neurosurgery, Nationwide Children’s Hospital, Columbus, Ohio; and
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Environmental Risk Factors for Childhood Central Nervous System Tumors: an Umbrella Review. CURR EPIDEMIOL REP 2022. [DOI: 10.1007/s40471-022-00309-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Elhamiasl M, Salvo K, Poels K, Defraene G, Lambrecht M, Geets X, Sterpin E, Nuyts J. Low-dose CT allows for accurate proton therapy dose calculation and plan optimization. Phys Med Biol 2022; 67. [DOI: 10.1088/1361-6560/ac8dde] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 08/30/2022] [Indexed: 11/12/2022]
Abstract
Abstract
Objective. Protons offer a more conformal dose delivery compared to photons, yet they are sensitive to anatomical changes over the course of treatment. To minimize range uncertainties due to anatomical variations, a new CT acquisition at every treatment session would be paramount to enable daily dose calculation and subsequent plan adaptation. However, the series of CT scans results in an additional accumulated patient dose. Reducing CT radiation dose and thereby decreasing the potential risk of radiation exposure to patients is desirable, however, lowering the CT dose results in a lower signal-to-noise ratio and therefore in a reduced quality image. We hypothesized that the signal-to-noise ratio provided by conventional CT protocols is higher than needed for proton dose distribution estimation. In this study, we aim to investigate the effect of CT imaging dose reduction on proton therapy dose calculations and plan optimization. Approach. To verify our hypothesis, a CT dose reduction simulation tool has been developed and validated to simulate lower-dose CT scans from an existing standard-dose scan. The simulated lower-dose CTs were then used for proton dose calculation and plan optimization and the results were compared with those of the standard-dose scan. The same strategy was adopted to investigate the effect of CT dose reduction on water equivalent thickness (WET) calculation to quantify CT noise accumulation during integration along the beam. Main results. The similarity between the dose distributions acquired from the low-dose and standard-dose CTs was evaluated by the dose-volume histogram and the 3D Gamma analysis. The results on an anthropomorphic head phantom and three patient cases indicate that CT imaging dose reduction up to 90% does not have a significant effect on proton dose calculation and plan optimization. The relative error was employed to evaluate the similarity between WET maps and was found to be less than 1% after reducing the CT imaging dose by 90%. Significance. The results suggest the possibility of using low-dose CT for proton therapy dose estimation, since the dose distributions acquired from the standard-dose and low-dose CTs are clinically equivalent.
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Horenko I, Pospíšil L, Vecchi E, Albrecht S, Gerber A, Rehbock B, Stroh A, Gerber S. Low-Cost Probabilistic 3D Denoising with Applications for Ultra-Low-Radiation Computed Tomography. J Imaging 2022; 8:jimaging8060156. [PMID: 35735955 PMCID: PMC9224620 DOI: 10.3390/jimaging8060156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/18/2022] [Accepted: 05/19/2022] [Indexed: 12/04/2022] Open
Abstract
We propose a pipeline for synthetic generation of personalized Computer Tomography (CT) images, with a radiation exposure evaluation and a lifetime attributable risk (LAR) assessment. We perform a patient-specific performance evaluation for a broad range of denoising algorithms (including the most popular deep learning denoising approaches, wavelets-based methods, methods based on Mumford−Shah denoising, etc.), focusing both on accessing the capability to reduce the patient-specific CT-induced LAR and on computational cost scalability. We introduce a parallel Probabilistic Mumford−Shah denoising model (PMS) and show that it markedly-outperforms the compared common denoising methods in denoising quality and cost scaling. In particular, we show that it allows an approximately 22-fold robust patient-specific LAR reduction for infants and a 10-fold LAR reduction for adults. Using a normal laptop, the proposed algorithm for PMS allows cheap and robust (with a multiscale structural similarity index >90%) denoising of very large 2D videos and 3D images (with over 107 voxels) that are subject to ultra-strong noise (Gaussian and non-Gaussian) for signal-to-noise ratios far below 1.0. The code is provided for open access.
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Affiliation(s)
- Illia Horenko
- Faculty of Mathematics, Technical University of Kaiserslautern, 67663 Kaiserslautern, Germany
- Correspondence: (I.H.); (S.G.)
| | - Lukáš Pospíšil
- Department of Mathematics, VSB Ostrava, Ludvika Podeste 1875/17, 708 33 Ostrava, Czech Republic;
| | - Edoardo Vecchi
- Institute of Computing, Faculty of Informatics, Universitá della Svizzera Italiana (USI), 6962 Viganello, Switzerland;
| | - Steffen Albrecht
- Institute of Physiology, University Medical Center of the Johannes Gutenberg—University Mainz, 55128 Mainz, Germany;
| | - Alexander Gerber
- Institute of Occupational Medicine, Faculty of Medicine, GU Frankfurt, 60590 Frankfurt am Main, Germany;
| | - Beate Rehbock
- Lung Radiology Center Berlin, 10627 Berlin, Germany;
| | - Albrecht Stroh
- Institute of Pathophysiology, University Medical Center of the Johannes Gutenberg—University Mainz, 55128 Mainz, Germany;
| | - Susanne Gerber
- Institute for Human Genetics, University Medical Center of the Johannes Gutenberg—University Mainz, 55128 Mainz, Germany
- Correspondence: (I.H.); (S.G.)
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Zhou Q, Xu Y, Zhou Y, Wang J. Promising Chemotherapy for Malignant Pediatric Brain Tumor in Recent Biological Insights. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27092685. [PMID: 35566032 PMCID: PMC9104915 DOI: 10.3390/molecules27092685] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 04/19/2022] [Accepted: 04/20/2022] [Indexed: 11/16/2022]
Abstract
Brain tumors are the most widespread malignancies in children around the world. Chemotherapy plays a critical role in the treatment of these tumors. Although the current chemotherapy process has a remarkable outcome for a certain subtype of brain tumor, improving patient survival is still a major challenge. Further intensive treatment with conventional non-specific chemotherapy could cause additional adverse reactions without significant advancement in survival. Recently, patient derived brain tumor, xenograft, and whole genome analysis using deep sequencing technology has made a significant contribution to our understanding of cancer treatment. This realization has changed the focus to new agents, targeting the molecular pathways that are critical to tumor survival or proliferation. Thus, many novel drugs targeting epigenetic regulators or tyrosine kinase have been developed. These selective drugs may have less toxicity in normal cells and are expected to be more effective than non-specific chemotherapeutics. This review will summarize the latest novel targets and corresponding candidate drugs, which are promising chemotherapy for brain tumors according to the biological insights.
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Affiliation(s)
- Qian Zhou
- Department of Pharmacy, Hangzhou Medical College, Hangzhou 310053, China; (Q.Z.); (Y.Z.)
| | - Yichen Xu
- Department of Biological Sciences, University of Southern California (Main Campus), Los Angeles, CA 90007, USA;
| | - Yan Zhou
- Department of Pharmacy, Hangzhou Medical College, Hangzhou 310053, China; (Q.Z.); (Y.Z.)
| | - Jincheng Wang
- Center for Drug Safety Evaluation and Research, Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China
- Correspondence:
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Pellerino A, Caccese M, Padovan M, Cerretti G, Lombardi G. Epidemiology, risk factors, and prognostic factors of gliomas. Clin Transl Imaging 2022. [DOI: 10.1007/s40336-022-00489-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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Young children with a minor traumatic head injury: clinical observation or CT scan? Eur J Pediatr 2022; 181:3291-3297. [PMID: 35748958 PMCID: PMC9395303 DOI: 10.1007/s00431-022-04514-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 05/02/2022] [Accepted: 05/23/2022] [Indexed: 11/03/2022]
Abstract
UNLABELLED Currently, in young children with minor traumatic head injuries (MTHI) classified as intermediate risk (IR), PECARN recommends clinical observation over computer tomography (CT) scan depending on provider comfort, although both options being possible. In this study, we describe clinicians' choice and which factors were associated with this decision. This was a planned sub-study of a prospective multicenter observational study that enrolled 1006 children younger than 18 years with MTHI who presented to six emergency departments in The Netherlands. Of those, 280 children classified as IR group fulfilling one or more minor criteria, leaving the clinician with the choice between clinical observation and a CT scan. In our cohort, 228/280 (81%) children were admitted for clinical observation, 15/280 (5.4%) received a CT scan, 6/280 (2.1%) received a CT scan and were admitted for observation, and 31/280 (11%) children were discharged from the emergency department without any intervention. Three objective factors were associated with a CT scan, namely age above 2 years, the presence of any loss of consciousness (LOC), and presentation on weekend days. CONCLUSION In children with MTHI in an IR group, clinicians prefer clinical observation above performing a CT scan. Older age, day of presentation, and any loss of consciousness are factors associated with a CT scan. WHAT IS KNOWN • Clinical decision rules have been developed in the management of children of different risk groups with minor traumatic head injury (MTHI). • According to the Dutch national, clinical decision rules in children under 6 years of age up to 50% of children classify as intermediate risk (IR) and clinicians may choose between clinical observation and computed tomography (CT). WHAT IS NEW • In this IR group, clinical observation is chosen in 81% children with MTHI. • In the subgroup where clinicians performed a CT scan, children were older and presented more frequently on a weekend day, and more frequently consciousness was lost.
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16
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Sprenger T, Kits A, Norbeck O, van Niekerk A, Berglund J, Rydén H, Avventi E, Skare S. NeuroMix-A single-scan brain exam. Magn Reson Med 2021; 87:2178-2193. [PMID: 34904751 DOI: 10.1002/mrm.29120] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 11/23/2021] [Accepted: 11/24/2021] [Indexed: 01/15/2023]
Abstract
PURPOSE Implement a fast, motion-robust pulse sequence that acquires T1 -weighted, T2 -weighted, T2 * -weighted, T2 fluid-attenuated inversion recovery, and DWI data in one run with only one prescription and one prescan. METHODS A software framework was developed that configures and runs several sequences in one main sequence. Based on that framework, the NeuroMix sequence was implemented, containing motion robust single-shot sequences using EPI and fast spin echo (FSE) readouts (without EPI distortions). Optional multi-shot sequences that provide better contrast, higher resolution, or isotropic resolution could also be run within the NeuroMix sequence. An optimized acquisition order was implemented that minimizes times where no data is acquired. RESULTS NeuroMix is customizable and takes between 1:20 and 4 min for a full brain scan. A comparison with the predecessor EPIMix revealed significant improvements for T2 -weighted and T2 fluid-attenuated inversion recovery, while taking only 8 s longer for a similar configuration. The optional contrasts were less motion robust but offered a significant increase in quality, detail, and contrast. Initial clinical scans on 1 pediatric and 1 adult patient showed encouraging image quality. CONCLUSION The single-shot FSE readouts for T2 -weighted and T2 fluid-attenuated inversion recovery and the optional multishot FSE and 3D-EPI contrasts significantly increased diagnostic value compared with EPIMix, allowing NeuroMix to be considered as a standalone brain MRI application.
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Affiliation(s)
- Tim Sprenger
- MR Applied Science Laboratory Europe, GE Healthcare, Stockholm, Sweden.,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Annika Kits
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - Ola Norbeck
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - Adam van Niekerk
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - Johan Berglund
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - Henric Rydén
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - Enrico Avventi
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - Stefan Skare
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
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Shohji T, Kuriyama K, Yanano N, Maeda E, Katoh Y. SIMPLE METHOD OF MEASURING SSDE FOR HEAD CT: FACILITATING PRE-CT SCAN DOSE CALCULATION USING SPECIALIZED HEAD SCAN BAND. RADIATION PROTECTION DOSIMETRY 2021; 197:1-11. [PMID: 34718785 DOI: 10.1093/rpd/ncab149] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 08/06/2021] [Accepted: 09/15/2021] [Indexed: 06/13/2023]
Abstract
In this study, scaled scan band was developed to provide size-specific dose estimation (SSDE) values based on head circumference of patients undergoing computed tomography (CT) scans. The scan band was tested in 40 consecutive head CT examinations. The accuracy of the specialized scan band method was determined by comparing SSDEband with SSDE293,forehead, SSDEmean and SSDEcenter. SSDE293,forehead was used as the control value. The results of the linear fit of SSDEband, SSDEmean and SSDEcenter against SSDE293, forehead, were R2 = 0.958, R2 = 0.984 and R2 = 0.936, respectively. There was no significant difference between SSDEband, SSDEmean and SSDEcenter for SSDE293,forehead. Use of the proposed scan band method makes it possible to accurately determine the required radiation dose before a CT examination is performed.
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Affiliation(s)
- Tomokazu Shohji
- Department of Radiology, The Jikei University Hospital, 3-19-18 Nishi-Shimbashi, Minato-ku, Tokyo 105-8471, Japan
| | - Kazuki Kuriyama
- Department of Radiology, Jikei University Kashiwa, Hospital, 163-1 Kashiwashita, Kashiwa-shi, Chiba 277-8567, Japan
| | - Nobutaka Yanano
- Department of Radiology, Jikei University Kashiwa, Hospital, 163-1 Kashiwashita, Kashiwa-shi, Chiba 277-8567, Japan
| | - Eriko Maeda
- Department of Radiology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8655, Japan
| | - Yo Katoh
- Department of Radiological Sciences, Tokyo Metropolitan University, 7-2-10 Higashi-Ogu, Arakawa-ku, Tokyo 116-8551, Japan
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18
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Evaluation of patients radiation dose in computed tomography paranasal sinuses in children. Radiat Phys Chem Oxf Engl 1993 2021. [DOI: 10.1016/j.radphyschem.2021.109695] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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19
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Steele JM, Moore RA, Lang SM. Use of advanced cardiac imaging in congenital heart disease: growth, indications and innovations. Curr Opin Pediatr 2021; 33:495-502. [PMID: 34374664 DOI: 10.1097/mop.0000000000001051] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Significant improvements in the diagnosis and management of patients with congenital heart disease (CHD) have led to improved survival. These patients require life-long noninvasive evaluation. The use of advanced imaging such as cardiac magnetic resonance imaging (CMR) and cardiac computed tomography (CCT) has increased to support this need. The purpose of this review is to discuss the basics of advanced cardiac imaging, indications and review the recent innovations. RECENT FINDINGS Recent literature has demonstrated the increasing reliance of advanced imaging for CHD patients. In addition, research is focusing on CMR techniques to shorten scan time and address previous limitations that made imaging younger and sicker patients more challenging. CCT research has involved demonstrating high-quality images with low radiation exposure. Advances in digital technology have impacted the interactivity of 3D imaging through the use of virtual and augmented reality platforms. With the increased reliance of advanced imaging, appropriate use criteria have been developed to address possible under or over utilization. SUMMARY The utilization of advanced cardiac imaging continues to increase. As CMR and CCT continue to grow, increased knowledge of these modalities and their usage will be necessary for clinicians caring for CHD patients.
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Affiliation(s)
- Jeremy M Steele
- Department of Pediatrics, Section of Pediatric Cardiology, Yale University School of Medicine, New Haven, Connecticut
| | - Ryan A Moore
- Heart Institute, Cincinnati Children's Hospital Medical Center
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Sean M Lang
- Heart Institute, Cincinnati Children's Hospital Medical Center
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
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20
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The Many Faces of Sagittal Synostosis: A Novel Classification and Approach to Diagnosis. J Craniofac Surg 2021; 33:192-197. [PMID: 34387264 DOI: 10.1097/scs.0000000000008086] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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21
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Madison MT, Graupman PC, Carroll JM, Torok CM, Touchette JC, Nussbaum ES. Traumatic epidural hematoma treated with endovascular coil embolization. Surg Neurol Int 2021; 12:322. [PMID: 34345463 PMCID: PMC8326102 DOI: 10.25259/sni_939_2020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 03/05/2021] [Indexed: 12/02/2022] Open
Abstract
Background: Traumatic cerebrovascular injury may result in epidural hematoma (EDH) from laceration of the middle meningeal artery (MMA), which is a potentially life-threatening emergency. Treatment ranges from surgical evacuation to conservative management based on a variety of clinical and imaging factors. Case Description: A 14-year-old male presented to our institution after falling from his bicycle with traumatic subarachnoid hemorrhage and a right frontotemporal EDH. The patient did not meet criteria for surgical evacuation and endovascular embolization of the right MMA was performed. Rapid resolution of the EDH was observed. Conclusion: This case corroborates the sparse existing literature for the potential role of endovascular embolization to treat acute EDH in carefully selected patients who do not meet or have borderline indications for surgical management.
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Affiliation(s)
| | - Patrick C Graupman
- Gillette Children's Specialty Healthcare, St. Paul, Minnesota, United States
| | | | | | | | - Eric S Nussbaum
- Department of Neurosurgery, National Brain Aneurysm and Tumor Center, Minneapolis, Minnesota, United States
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22
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Full-body MR imaging: a retrospective study on a novel diagnostic approach for children sustaining high-energy trauma. Eur J Trauma Emerg Surg 2021; 48:2165-2172. [PMID: 34279669 PMCID: PMC9192453 DOI: 10.1007/s00068-021-01736-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 06/23/2021] [Indexed: 11/04/2022]
Abstract
Purpose Severe accidents are the leading cause of long-term impairment and death in children. A common diagnostic procedure for children exposed to high-injury trauma is full-body contrast-enhanced CT (fbCT). However, the number of fbCT without detected injuries is relevant. In 2007, full-body MRI (fbMRI) was implemented as a diagnostic approach for children sustaining high-energy trauma. The aim of this cross-sectional retrospective study was to analyze fbMRI as a diagnostic tool for children after high-energy trauma focusing on feasibility, radiological findings, and limitations. Methods Diagnostics using fbMRI (from apex of the head to the pelvis) was performed if a child was stable and suffered a high-energy trauma in a Level I Trauma Center in Germany. 105 fbMRIs in patients exposed to high-energy trauma aged ≤ 16 years were performed between January 2007 and December 2018. Four fbMRIs were excluded as conducted for reasons other than trauma. Time between arrival in the emergency department and fbMRI, additional diagnostic procedures, injuries, and non-trauma related pathologies were analyzed. Results Mean time between arrival in the emergency department and fbMRI was 71 min (± SD 132 min). Two scans were discontinued and changed to a faster diagnostic procedure. 45% of children had additional X-rays and 11% CT scans. The MRIs showed intracranial abnormalities in 27%, extremities injuries in 26%, spinal injuries in 18%, pelvic, and thoracic injuries in 7% of the cases. Conclusion Overall fbMRI is a diagnostic alternative for hemodynamically stable, conscious children after high-energy trauma with the advantages of a radiation-free technique. However, MRI diagnostics take longer than CT scans. Prospective studies will be needed to identify the limiting factors of fbMRIs as primary diagnostic procedure compared to CT scans. Trial registration German Clinical Trials Register (DRKS; DRKS00017015). Level of evidence Case series, level of evidence V.
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23
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Anthony DP, Hegde M, Shetty SS, Rafic T, Mutalik S, Rao BSS. Targeting receptor-ligand chemistry for drug delivery across blood-brain barrier in brain diseases. Life Sci 2021; 274:119326. [PMID: 33711385 DOI: 10.1016/j.lfs.2021.119326] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 02/09/2021] [Accepted: 03/03/2021] [Indexed: 12/18/2022]
Abstract
The blood-brain barrier (BBB) is composed of a layer of endothelial cells that is interspersed with a series of tight junctions and characterized by the absence of fenestrations. The permeability of this barrier is controlled by junctions such as tight junctions and adherent junctions as well as several cells such as astrocytes, pericytes, vascular endothelial cells, neurons, microglia, and efflux transporters with relatively enhanced expression. It plays a major role in maintaining homeostasis in the brain and exerts a protective regulatory control on the influx and efflux of molecules. However, it proves to be a challenge for drug delivery strategies that target brain diseases like Dementia, Parkinson's Disease, Alzheimer's Disease, Brain Cancer or Stroke, Huntington's Disease, Lou Gehrig's Disease, etc. Conventional modes of drug delivery are invasive and have been known to contribute to a "leaky BBB", recent studies have highlighted the efficiency and relative safety of receptor-mediated drug delivery. Several receptors are exhibited on the BBB, and actively participate in nutrient uptake, and recognize specific ligands that modulate the process of endocytosis. The strategy employed in receptor-mediated drug delivery exploits this process of "tricking" the receptors into internalizing ligands that are conjugated to carrier systems like liposomes, nanoparticles, monoclonal antibodies, enzymes etc. These in turn are modified with drug molecules, therefore leading to delivery to desired target cells in brain tissue. This review comprehensively explores each of those receptors that can be modified to serve such purposes as well as the currently employed strategies that have led to increased cellular uptake and transport efficiency.
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Affiliation(s)
- Danielle Paige Anthony
- Department of Biotechnology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India
| | - Manasa Hegde
- Department of Radiation Biology & Toxicology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India
| | - Shreya S Shetty
- Department of Biotechnology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India
| | - Thasneema Rafic
- Department of Biotechnology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India
| | - Srinivas Mutalik
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India
| | - B S Satish Rao
- Department of Radiation Biology & Toxicology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India.
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Adel Fahmideh M, Scheurer ME. Pediatric Brain Tumors: Descriptive Epidemiology, Risk Factors, and Future Directions. Cancer Epidemiol Biomarkers Prev 2021; 30:813-821. [PMID: 33653816 DOI: 10.1158/1055-9965.epi-20-1443] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Revised: 11/23/2020] [Accepted: 02/23/2021] [Indexed: 11/16/2022] Open
Abstract
Brain tumors are the most common solid tumors in children and remain a significant contributor to death by disease in this population. Pediatric brain tumors (PBT) are broadly classified into two major categories: glial and neuronal tumors. Various factors, including tumor histology, tumor location, and demographics, influence the incidence and prognosis of this heterogeneous group of neoplasms. Numerous epidemiologic studies have been conducted to identify genetic and environmental risk factors for these malignancies. Thus far, the only established risk factors for PBTs are exposure to ionizing radiation and some rare genetic syndromes. However, relatively consistent evidence of positive associations for birth defects, markers of fetal growth, advanced parental age, maternal dietary N-nitroso compounds, and exposure to pesticides have been reported. The genetic variants associated with susceptibility to PBTs were predominantly identified by a candidate-gene approach. The identified genetic variants belong to four main pathways, including xenobiotic detoxification, inflammation, DNA repair, and cell-cycle regulation. Conducting large and multi-institutional studies is warranted to systematically detect genetic and environmental risk factors for different histologic subtypes of PBTs. This, in turn, might lead to a better understanding of etiology of PBTs and eventually developing risk prediction models to prevent these clinically significate malignancies.
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Affiliation(s)
- Maral Adel Fahmideh
- Department of Medicine, Section of Epidemiology and Population Sciences, Baylor College of Medicine, Houston, Texas. .,Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas.,Center for Epidemiology and Population Health, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Michael E Scheurer
- Department of Medicine, Section of Epidemiology and Population Sciences, Baylor College of Medicine, Houston, Texas.,Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas.,Center for Epidemiology and Population Health, Department of Pediatrics, Baylor College of Medicine, Houston, Texas.,Department of Pediatrics, Section of Hematology-Oncology, Baylor College of Medicine, Houston, Texas.,Texas Children's Cancer Center, Texas Children's Hospital, Houston, Texas
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25
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Qian ZJ, Chang KW, Ahmad IN, Tribble MS, Cheng AG. Use of Diagnostic Testing and Intervention for Sensorineural Hearing Loss in US Children From 2008 to 2018. JAMA Otolaryngol Head Neck Surg 2021; 147:253-260. [PMID: 33377936 PMCID: PMC7774052 DOI: 10.1001/jamaoto.2020.5030] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 11/05/2020] [Indexed: 12/30/2022]
Abstract
Importance Early detection and intervention of pediatric hearing loss is critical for language development and academic achievement. However, variations in the diagnostic workup and management of pediatric sensorineural hearing loss (SNHL) exist. Objective To identify patient and clinician factors that are associated with variation in practice on a national level. Design, Setting, and Participants This cross-sectional study used the Optum claims database to identify 53 711 unique children with SNHL between January 1, 2008, and December 31, 2018. Main Outcomes and Measures National use rates and mean costs for diagnostic modalities (electrocardiogram, cytomegalovirus testing, magnetic resonance imaging, computed tomography, and genetic testing) and interventions (speech-language pathology, billed hearing aid services, and cochlear implant surgery) were reported. The associations of age, sex, SNHL laterality, clinician type, race/ethnicity, and household income with diagnostic workup and intervention use were measured in multivariable analyses. Results Of 53 711 patients, 23 735 (44.2%) were girls, 2934 (5.5%) were Asian, 3797 (7.1%) were Black, 5626 (10.5%) were Hispanic, 33 441 (62.3%) were White, and the mean (SD) age was 7.3 (5.3) years. Of all patients, 32 200 (60.0%) were seen by general otolaryngologists, while 7573 (14.10%) were seen by pediatric otolaryngologists. Diagnostic workup was received by 14 647 patients (27.3%), while 13 482 (25.1%) received intervention. Use of genetic testing increased (odds ratio, 1.22 per year; 95% CI, 1.20-1.24), whereas use of computed tomography decreased (odds ratio, 0.93 per year; 95% CI, 0.92-0.94) during the study period. After adjusting for relevant covariables, children who were seen by pediatric otolaryngologists and geneticists had the highest odds of receiving workup and intervention. Additionally, racial/ethnic and economic disparities were observed in the use of most modalities of diagnostic workup and intervention for pediatric SNHL. Conclusions and Relevance This cross-sectional study identified factors associated with disparities in the diagnostic workup and intervention of pediatric SNHL, thus highlighting the need for increased education and standardization in the management of this common sensory disorder.
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Affiliation(s)
- Z. Jason Qian
- Department of Otolaryngology–Head and Neck Surgery, Stanford University School of Medicine, Stanford, California
| | - Kay W. Chang
- Department of Otolaryngology–Head and Neck Surgery, Stanford University School of Medicine, Stanford, California
| | - Iram N. Ahmad
- Department of Otolaryngology–Head and Neck Surgery, Stanford University School of Medicine, Stanford, California
| | - Melissa S. Tribble
- Pediatric Audiology, Lucile Packard Children’s Hospital, Palo Alto, California
| | - Alan G. Cheng
- Department of Otolaryngology–Head and Neck Surgery, Stanford University School of Medicine, Stanford, California
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Muhammad N, Sabarudin A, Ismail N, Karim M. A systematic review and meta-analysis of radiation dose exposure from computed tomography examination of thorax-abdomen-pelvic regions among paediatric population. Radiat Phys Chem Oxf Engl 1993 2021. [DOI: 10.1016/j.radphyschem.2020.109148] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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27
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Koterov AN, Ushenkova LN, Biryukov AP. Hill’s Temporality Criterion: Reverse Causation and Its Radiation Aspect. BIOL BULL+ 2021. [DOI: 10.1134/s1062359020120031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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Role of routine post-operative CT brain following evacuation of extradural haematoma in children: a single-centre experience. Childs Nerv Syst 2020; 36:3095-3098. [PMID: 32415414 DOI: 10.1007/s00381-020-04664-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Accepted: 05/05/2020] [Indexed: 10/24/2022]
Abstract
PURPOSE Extradural haematoma (EDH) is a serious neurosurgical emergency in children, which confers significant morbidity and mortality rates. The objective of this study was to retrospectively evaluate the role of post-operative imaging in children with EDH who were managed surgically in a national paediatric neurosurgical unit over a 9-year period (January 2008 to December 2016). METHODS A retrospective case review of paediatric patients who underwent surgical evacuation of extradural haematoma between January 2008 and December 2016 was performed. This included demographic and clinical details, indications for post-operative imaging and outcomes. RESULTS Seventy patients underwent surgical management of EDH during this time period, with a male preponderance (69%) and a mean age of 8 years. The commonest location of haematoma in this cohort was in the parietal region (n = 24), with a mean maximum thickness of 25.9 mm and mean volume of 57 ml. Post-operative imaging was performed in 84% of patients. However, only one patient had a change in the course of their post-operative management as a result of post-operative imaging findings. CONCLUSIONS Post-operative imaging in asymptomatic paediatric patients after evacuation of EDH could therefore be avoided as a routine investigation.
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Identification of Abusive Head Trauma in High-Risk Infants: A Cost-Effectiveness Analysis. J Pediatr 2020; 227:176-183.e3. [PMID: 32531314 PMCID: PMC10372721 DOI: 10.1016/j.jpeds.2020.06.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 05/08/2020] [Accepted: 06/03/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVES To evaluate the cost-effectiveness of abusive head trauma detection strategies in emergency department settings with and without rapid magnetic resonance imaging (rMRI) availability. STUDY DESIGN A Markov decision model estimated outcomes in well-appearing infants with high-risk chief complaints. In an emergency department without rMRI, we considered 3 strategies: clinical judgment, universal head computed tomography (CT) scan, or the Pittsburgh Infant Brain Injury Score (PIBIS) with a CT scan. In an emergency department with rMRI for brain availability, we considered additional strategies: universal rMRI, universal rMRI with a CT scan, PIBIS with rMRI, and PIBIS with rMRI followed by a CT scan. Correct diagnosis eliminated future risk; missed abusive head trauma led to reinjury risk with associated poor outcomes. Cohorts were followed for 1 year from a healthcare perspective. One-way and probabilistic sensitivity analyses were performed. The main outcomes evaluated in this study were abusive head trauma correctly identified and incremental cost per quality-adjusted life-year. RESULTS Without rMRI availability, PIBIS followed by a CT scan was the most cost-effective strategy. Results were sensitive to variation of CT scan-induced cancer parameters and abusive head trauma prevalence. When rMRI was available, universal rMRI followed by a confirmatory CT scan cost $25 791 to gain 1 additional quality-adjusted life-year compared with PIBIS followed by rMRI with a confirmatory CT scan. In both models, clinical judgement was less effective than alternative strategies. CONCLUSIONS By applying CT scans to a more targeted population, PIBIS decreases radiation exposure and is more effective for the identification of abusive head trauma compared with clinical judgment. When rMRI is available, universal rMRI with a CT scan is more effective than PIBIS and is economically favorable.
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30
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Garzón WJ, Aldana DFA, Cassola VF. PATIENT-SPECIFIC ORGAN DOSES FROM PEDIATRIC HEAD CT EXAMINATIONS. RADIATION PROTECTION DOSIMETRY 2020; 191:1-8. [PMID: 32984906 DOI: 10.1093/rpd/ncaa126] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 08/06/2020] [Accepted: 08/24/2020] [Indexed: 06/11/2023]
Abstract
The aim of this work was to estimate patient's organ absorbed doses from pediatric helical head computed tomography (CT) examinations using the Size-Specific Dose Estimate (SSDE) methodology and to determine organ dose to SSDE conversion coefficients for clinical routine. Patient-specific organ and tissue absorbed doses from 139 Head CT scans performed in pediatric patients from 0 to 15 years old in a Public Hospital in Tunja, Colombia were estimated. The calculations were made through Monte Carlo simulations, based on patient-specific information, dosimetric CT quantities (CTDIvol, DLP) and age-specific computational human phantoms matched to patients on the basis of gender and size. SSDE showed to be a good quantity for estimate patient-specific organ doses from pediatric head CT examinations when appropriate phantom's attenuation-based size metrics are chosen to match for any patient size. Strong correlations between absorbed dose and SSDE were found for skin (R2 = 0.99), brain (R2 = 0.98) and eyes (R2 = 0.97), respectively. Besides, a good correlation between SSDE and absorbed dose to the red bone marrow (tissue extended outside the scan coverage) was observed (R2 = 0.94). SSDE-to-organ-dose conversion coefficients obtained in this study provide a practical way to estimate patient-specific organ head CT doses.
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Affiliation(s)
- W J Garzón
- Physics Department, Pedagogical and Technological University of Colombia, Avenida Central del Norte 39-115, 150003 Tunja, Colombia
| | - D F A Aldana
- Physics Department, Pedagogical and Technological University of Colombia, Avenida Central del Norte 39-115, 150003 Tunja, Colombia
| | - V F Cassola
- Department of Nuclear Energy, Federal University of Pernambuco, Avenida Professor Luiz Freire 1000 CEP 50740-540, Recife, Pernambuco, Brazil
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Assessment of computed tomography radiation doses for paediatric head and chest examinations using paediatric phantoms of three different ages. Radiography (Lond) 2020; 27:332-339. [PMID: 32972850 DOI: 10.1016/j.radi.2020.09.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 09/04/2020] [Accepted: 09/06/2020] [Indexed: 11/20/2022]
Abstract
INTRODUCTION With the rapid development of computed tomography (CT) scanners, the assessment of the radiation dose received by the patient has become a heavily researched topic and may result in a reduction in radiation exposure risk. In this study, radiation doses were measured using three paediatric phantoms for head and chest CT examinations in Najran, Saudi Arabia. METHODS Thirteen scanners were included in the study to estimate the CT radiation doses using three phantoms representing three age groups (1-, 5-, and 10-year-old patients). RESULTS The volume CT dose index (CTDIvol) estimated for each phantom ranged from 6.56 to 41.12 mGy and 0.292 to 11.10 mGy for the head and chest examinations, respectively. The estimation of lifetime attributable risk (LAR) indicated that the cancer risk could reach approximately 0.02-0.16% per 500 children undergoing head and chest CT examinations. CONCLUSION The comparison with the published data of the European Commission (EC) and countries reported in this study revealed that the mean CTDIvol for the head examinations was within the recommended dose reference levels (DRLs). Meanwhile, chest results exceeded the international DRLs for the one-year-old phantoms, suggesting that optimisation work is required at a number of sites. IMPLICATIONS FOR PRACTICE The variation among CT doses reported in this study showed that substantial standardisation is needed.
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de Jong G, Bijlsma E, Meulstee J, Wennen M, van Lindert E, Maal T, Aquarius R, Delye H. Combining deep learning with 3D stereophotogrammetry for craniosynostosis diagnosis. Sci Rep 2020; 10:15346. [PMID: 32948813 PMCID: PMC7501225 DOI: 10.1038/s41598-020-72143-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Accepted: 08/11/2020] [Indexed: 11/09/2022] Open
Abstract
Craniosynostosis is a condition in which cranial sutures fuse prematurely, causing problems in normal brain and skull growth in infants. To limit the extent of cosmetic and functional problems, swift diagnosis is needed. The goal of this study is to investigate if a deep learning algorithm is capable of correctly classifying the head shape of infants as either healthy controls, or as one of the following three craniosynostosis subtypes; scaphocephaly, trigonocephaly or anterior plagiocephaly. In order to acquire cranial shape data, 3D stereophotographs were made during routine pre-operative appointments of scaphocephaly (n = 76), trigonocephaly (n = 40) and anterior plagiocephaly (n = 27) patients. 3D Stereophotographs of healthy infants (n = 53) were made between the age of 3-6 months. The cranial shape data was sampled and a deep learning network was used to classify the cranial shape data as either: healthy control, scaphocephaly patient, trigonocephaly patient or anterior plagiocephaly patient. For the training and testing of the deep learning network, a stratified tenfold cross validation was used. During testing 195 out of 196 3D stereophotographs (99.5%) were correctly classified. This study shows that trained deep learning algorithms, based on 3D stereophotographs, can discriminate between craniosynostosis subtypes and healthy controls with high accuracy.
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Affiliation(s)
- Guido de Jong
- Department of Neurosurgery, Radboudumc, Nijmegen, The Netherlands.
| | - Elmar Bijlsma
- Department of Neurosurgery, Radboudumc, Nijmegen, The Netherlands
| | - Jene Meulstee
- Radboudumc 3D Lab, Radboudumc, Nijmegen, The Netherlands
- Department of Oral and Maxillofacial Surgery, Radboudumc, Nijmegen, The Netherlands
| | - Myrte Wennen
- Department of Neurosurgery, Radboudumc, Nijmegen, The Netherlands
- Technical Medicine, University of Twente, Enschede, The Netherlands
| | - Erik van Lindert
- Department of Neurosurgery, Radboudumc, Nijmegen, The Netherlands
| | - Thomas Maal
- Radboudumc 3D Lab, Radboudumc, Nijmegen, The Netherlands
- Department of Oral and Maxillofacial Surgery, Radboudumc, Nijmegen, The Netherlands
| | - René Aquarius
- Department of Neurosurgery, Radboudumc, Nijmegen, The Netherlands
| | - Hans Delye
- Department of Neurosurgery, Radboudumc, Nijmegen, The Netherlands
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Frija G. Recent updates in radioprotection. Eur Radiol 2020; 31:599-600. [PMID: 32803415 DOI: 10.1007/s00330-020-07102-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 06/18/2020] [Accepted: 07/21/2020] [Indexed: 11/28/2022]
Affiliation(s)
- Guy Frija
- Paris Georges Pompidou European Hospital, Université Paris Descartes, Paris, France.
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Zarmehri B, Teimouri A, Ebrahimipour N, Foroughian M, Talebzadeh V, Saeidi M, Alirezaei M. Brain CT Findings in Patients with First-Onset Seizure Visiting the Emergency Department in Mashhad, Iran. Open Access Emerg Med 2020; 12:159-162. [PMID: 32607013 PMCID: PMC7293958 DOI: 10.2147/oaem.s241124] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 06/02/2020] [Indexed: 11/23/2022] Open
Abstract
Introduction Regarding the complications and costs of CT imaging for patients, this study aimed at investigating the necessity of CT scans in patients visiting the emergency unit with first-onset seizure. Methods One hundred patients who had experienced their first seizure were enrolled. Their CT scan was studied, and based on the radiology report, the type of probable pathologies and their percentage were determined. Results The patient’s mean age was 39.78±17.43 yrs. CT scan abnormalities were reported in 27 cases as follows: nonspecific senile changes in 11 (40.7%), encephalomalacia in 3 (11.1%), acute infarct in 5 (18.5%), lacunar infarct in 3 (11.1%), mass-like lesion in 4 (14.8%) and cerebral venous thrombosis (CVT) evidence in 1 (3.7%). Acute infarct and mass-like lesions were seen together in the CT scan of one patient. In only 9 of the 27 abnormal CT scans, the findings were in accordance with seizure consisting of an acute infarct, mass-like lesion, and CVT evidence. Discussion It seems that performing a CT scan in all patients referring to the emergency department with a first-onset seizure is not necessary.
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Affiliation(s)
- Bahram Zarmehri
- Department of Emergency Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Ali Teimouri
- Department of Emergency Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Navid Ebrahimipour
- Department of Emergency Medicine, Faculty of Medicine, North Khorasan University of Medical Sciences, Bojnurd, Iran
| | - Mahdi Foroughian
- Department of Emergency Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Vahid Talebzadeh
- Department of Emergency Medicine, Faculty of Medicine, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Morteza Saeidi
- Department of Neurology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mehran Alirezaei
- Department of Neurosurgery, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
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Harbert A, Bradford K, Ritter V, Northam WT, Quinsey C. National Imaging Trends in Pediatric Traumatic Brain Injury and Hydrocephalus. World Neurosurg 2020; 139:e399-e405. [PMID: 32305606 DOI: 10.1016/j.wneu.2020.04.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 03/31/2020] [Accepted: 04/02/2020] [Indexed: 10/24/2022]
Abstract
OBJECTIVE Reduction in use of computed tomography (CT) in favor of rapid-sequence magnetic resonance imaging (MRI) to decrease pediatric radiation exposure has varied across institutions in the United States. The aims of this study were to understand national trends in CT and rapid-sequence MRI usage and identify variables affecting imaging practices and obstacles to CT reduction. METHODS This was a retrospective review of deidentified discharge data for children with hydrocephalus and traumatic brain injury (TBI) in the Healthcare Cost and Utilization Project Kids' Inpatient Database in 2000, 2003, 2006, 2009, 2012, and 2016. Utilization of MRI without contrast and CT was extracted using International Classification of Diseases, Ninth Revision, and International Classification of Diseases, Tenth Revision, codes. Hospital region and age cohorts were extracted and used to categorize data. χ2 tests and logistic regression were used for analysis. RESULTS Hospitalizations utilizing CT decreased (P < 0.05) and hospitalizations utilizing MRI increased (P < 0.05) overall in both diagnosis groups throughout the years analyzed. However, there was significant regional variation in imaging. The Northeast had higher CT rates (P < 0.05) and the South had lower CT rates in patients with hydrocephalus and TBI (P < 0.05). No regional variation was found for rates of MRI use in patients with TBI. CONCLUSIONS Nationwide, the average number of discharges after hospitalizations utilizing CT in patients with hydrocephalus and TBI has decreased, while discharges after hospitalizations utilizing MRI as an alternative imaging modality have increased. Despite successful overall CT reduction, significant regional variation exists within this trend showing inconsistent reduction of CT use.
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Affiliation(s)
- Allie Harbert
- School of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Kathleen Bradford
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Victor Ritter
- Department of Biostatistics, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Weston T Northam
- Department of Neurosurgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Carolyn Quinsey
- Department of Neurosurgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.
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Appelbaum R, Hoover T, Azari S, Dunstan M, Li PM, Sandhu R, Browne M. Development and Implementation of a Pilot Radiation Reduction Protocol for Pediatric Head Injury. J Surg Res 2020; 255:111-117. [PMID: 32543375 DOI: 10.1016/j.jss.2020.05.051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 04/16/2020] [Accepted: 05/03/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Traumatic brain injury is the leading cause of morbidity and mortality for children in the United States. The aim of this study was to develop and implement a guideline to reduce radiation exposure in the pediatric head injury patient by identifying the patient population where repeat imaging is necessary and to establish rapid brain protocol magnetic resonance imaging as the first-line modality. METHODS A retrospective chart review of trauma patients between 0 and 14 y of age admitted at a pediatric level 2 trauma center was performed between January 2013 and June 2019. The guideline established the appropriateness of repeat scans for patients with Glasgow Coma Scale >13 with clinical neurological deterioration or patients with Glasgow Coma Scale ≤13 and intracranial hemorrhagic lesion on initial head computed tomography (CT). RESULTS Our trauma registry included 592 patients during the study period, 415 before implementation and 161 after implementation. A total of 132 patients met inclusion criteria, 116 pre-guideline and 16 post-guideline. The number of patients receiving repeat head CTs significantly decreased from 34.5% to 6.3% (P < 0.02). There was also a significant decrease in the mean number of head CT/patient pre-guideline 1.63 (range 1-7) compared with post-guideline 1.06 (range 1-2) (P < 0.02). CONCLUSIONS CT head imaging is invaluable in the initial trauma evaluation of pediatric patients. However, it can be overused, and the radiation may lead to long-term deleterious effects. Establishing a head imaging guideline which limits use with clinical criteria can be effective in reducing radiation exposure without missing injuries.
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Affiliation(s)
| | - Travis Hoover
- Lehigh Valley Health Network, Allentown, Pennsylvania
| | - Sarah Azari
- Lehigh Valley Health Network, Allentown, Pennsylvania
| | - Michele Dunstan
- Division of Bariatric and Trauma Surgery, Lehigh Valley Health Network, Allentown, Pennsylvania
| | - P Mark Li
- Division of Neurosurgery, Lehigh Valley Health Network, Allentown, Pennsylvania
| | - Rovinder Sandhu
- Division of Bariatric and Trauma Surgery, Lehigh Valley Health Network, Allentown, Pennsylvania
| | - Marybeth Browne
- Division of Pediatric Surgical Specialties, Lehigh Valley Reilly Children's Hospital, Lehigh Valley Health Network, Allentown, Pennsylvania.
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One-Minute Ultrafast Brain MRI With Full Basic Sequences: Can It Be a Promising Way Forward for Pediatric Neuroimaging? AJR Am J Roentgenol 2020; 215:198-205. [PMID: 32255685 DOI: 10.2214/ajr.19.22378] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE. The long scan time of brain MRI is a major drawback that limits its clinical use for evaluating pediatric patients who are inherently prone to motion and frequently require sedatives. This study investigated the clinical feasibility of a 1-minute ultrafast brain MRI protocol in pediatric patients by assessing its image quality in comparison with that of routine brain MRI. MATERIALS AND METHODS. Twenty-three patients were enrolled who underwent 1-minute ultrafast MRI and routine brain MRI protocols including five essential sequences (T1-weighted imaging, T2-weighted imaging, DWI, FLAIR, and T2*-weighted imaging). Total scan time for the same image contrast levels was 1 minute 11 seconds for ultrafast MRI versus 9 minutes 51 seconds for routine brain MRI. Two readers independently reviewed all images from the two MRI protocols and graded the image quality on a 4-point Likert scale. The Wilcoxon signed rank test was used to compare the readers' ratings; interobserver agreement between the readers was also assessed. RESULTS. Although the mean scores of overall image quality and anatomic delineation in ultrafast brain MR images were significantly lower than those in routine brain MR images, ultrafast brain MRI showed sufficient overall image quality and anatomic delineation with more than 2 points on the 4-point scale. CONCLUSION. The 1-minute ultrafast brain MRI protocol showed at least sufficient image quality compared with routine brain MRI. Therefore, 1-minute ultrafast brain MRI can be a viable first-line neuroimaging study for pediatric patients because of its shorter scan time, absence of radiation hazard, and reduced sedation requirements.
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Zygmont ME, Neill R, Dharmadhikari S, Duong PAT. Achieving CT Regulatory Compliance: A Comprehensive and Continuous Quality Improvement Approach. Curr Probl Diagn Radiol 2020; 49:306-311. [PMID: 32178932 DOI: 10.1067/j.cpradiol.2020.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2019] [Revised: 12/16/2019] [Accepted: 01/23/2020] [Indexed: 11/22/2022]
Abstract
Computed tomography (CT) represents one of the largest sources of radiation exposure to the public in the United States. Regulatory requirements now mandate dose tracking for all exams and investigation of dose events that exceed set dose thresholds. Radiology practices are tasked with ensuring quality control and optimizing patient CT exam doses while maintaining diagnostic efficacy. Meeting regulatory requirements necessitates the development of an effective quality program in CT. This review provides a template for accreditation compliant quality control and CT dose optimization. The following paper summarizes a large health system approach for establishing a quality program in CT and discusses successes, challenges, and future needs.
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Affiliation(s)
- Matthew E Zygmont
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA.
| | - Rebecca Neill
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA; Environmental Health and Safety Office, Emory University, Atlanta, GA
| | - Shalmali Dharmadhikari
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA; Environmental Health and Safety Office, Emory University, Atlanta, GA
| | - Phuong-Anh T Duong
- Department of Radiology and Imaging Sciences, University of Utah School of Medicine, Salt Lake City, UT
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Dobson GM, Dalton AK, Nicholson CL, Jenkins AJ, Mitchell PB, Cowie CJA. CT scan exposure in children with ventriculo-peritoneal shunts: single centre experience and review of the literature. Childs Nerv Syst 2020; 36:591-599. [PMID: 31428872 DOI: 10.1007/s00381-019-04345-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 08/07/2019] [Indexed: 01/09/2023]
Abstract
PURPOSE A computed tomography (CT) scan in childhood is associated with a greater incidence of brain cancer. CT scans are used in patients with ventriculo-peritoneal (VP) shunts in whom shunt dysfunction is suspected. We wanted to assess the CT scan exposure in a cohort of children with VP shunts and attempt to quantify their radiation exposure. METHODS A single-centre retrospective analysis was performed recording CT head scans in children younger than 18 years with VP shunts. Hospital coding data was cross-referenced with electronic records and radiology databases both in our neurosurgery unit and in hospitals referring to it. RESULTS One hundred and fifty-two children with VP shunts were identified. The mean time with shunt in situ was 5.4 years (± 4.61). A mean of 3.33 CT scans (range 0-20) were performed on each child, amounting to 0.65 (± 0.87) CTs per shunt year. Based on 2 msv of radiation per scan, this equates to an average exposure of 1.31 msv per child per shunt year. CONCLUSION Children who have multiple CT head scans for investigation of possible shunt dysfunction are at a greater risk of developing cancer. We discuss the implications of this increased risk and discuss strategies to limit radiation exposure in children with VP shunts.
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Affiliation(s)
- Gareth M Dobson
- Department of Neurosurgery, Great North Children's Hospital, Queen Victoria Road, Newcastle upon Tyne, UK
| | - Arthur K Dalton
- Atkinson Morley Regional Neurosciences Centre, St George's Hospital, London, UK
| | - Claire L Nicholson
- Department of Neurosurgery, Great North Children's Hospital, Queen Victoria Road, Newcastle upon Tyne, UK
| | - Alistair J Jenkins
- Department of Neurosurgery, Great North Children's Hospital, Queen Victoria Road, Newcastle upon Tyne, UK
| | - Patrick B Mitchell
- Department of Neurosurgery, Great North Children's Hospital, Queen Victoria Road, Newcastle upon Tyne, UK
| | - Christopher J A Cowie
- Department of Neurosurgery, Great North Children's Hospital, Queen Victoria Road, Newcastle upon Tyne, UK.
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Harbert A, Northam W, Elton S, Quinsey C. Targeted head CT reduction for pediatric patients with hydrocephalus and traumatic brain injury: academic center institutional experience as an example of opportunities for further improvement. Childs Nerv Syst 2020; 36:583-589. [PMID: 31696289 DOI: 10.1007/s00381-019-04376-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 09/16/2019] [Indexed: 11/24/2022]
Abstract
PURPOSE Recent studies aim to reduce radiation exposure associated with computed tomography (CT) using rapid-sequence magnetic resonance imaging (MRI). We evaluated imaging modalities used for hydrocephalus and traumatic brain injury (TBI) to identify opportunities for further radiation exposure reduction. METHODS Pediatric (≤ 18 years) patients, with either hydrocephalus or TBI receiving a head CT or head MRI from 2009 to 2017, were quantified using ICD9, ICD10, and CPT codes at a large university hospital. The odds ratios of receiving each imaging modality year-to-year and receiving a MRI or CT in a given year with each diagnosis were calculated. RESULTS Beginning in 2015, hydrocephalus patients were more likely to receive a MRI vs CT (p < 0.0001), with likelihood increasing in the following 2 years. TBI patients were more likely to receive a CT than an MRI from 2009 to 2017. There was a smaller overall decrease in CT scans in TBI patients (p < 0.05) than hydrocephalus patients (p < 0.0001) and a larger increase in MRI use in hydrocephalus patients (p < 0.05) than TBI patients (p < 0.05) from 2009 to 2017. CONCLUSIONS Use of CT to evaluate hydrocephalus significantly decreased over the last 3-year time period. However, CT use for TBI patients was inconsistent and did not decrease proportionally, potentially representing a belief that CT is more effective than MRI for detecting hemorrhage. There was greater use of MRI as an alternate imaging method in hydrocephalus patients than TBI patients. Head injury remains an area of improvement to decrease pediatric radiation exposure at our institution and may be an area in need of attention more broadly.
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Affiliation(s)
- Allie Harbert
- University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Weston Northam
- Department of Neurosurgery, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Scott Elton
- Department of Neurosurgery, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Carolyn Quinsey
- Department of Neurosurgery, University of North Carolina School of Medicine, Chapel Hill, NC, USA.
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Sönnerqvist C, Brus O, Olivecrona M. Validation of the scandinavian guidelines for initial management of minor and moderate head trauma in children. Eur J Trauma Emerg Surg 2020; 47:1163-1173. [PMID: 31907552 PMCID: PMC8321988 DOI: 10.1007/s00068-019-01288-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 12/17/2019] [Indexed: 11/25/2022]
Abstract
Background Head trauma in children is common, with a low rate of clinically important traumatic brain injury. CT scan is the reference standard for diagnosis of traumatic brain injury, of which the increasing use is alarming because of the risk of induction of lethal malignancies. Recently, the Scandinavian Neurotrauma Committee derived new guidelines for the initial management of minor and moderate head trauma. Our aim was to validate these guidelines. Methods We applied the guidelines to a population consisting of children with mild and moderate head trauma, enrolled in the study: “Identification of children at very low risk of clinically-important brain injuries after head trauma: a prospective cohort study” by Kuppermann et al. (Lancet 374(9696):1160–1170, https://doi.org/10.1016/S0140-6736(09)61558-0, 2009). We calculated the negative predictive values of the guidelines to assess their ability to distinguish children without clinically-important traumatic brain injuries and traumatic brain injuries on CT scans, for whom CT could be omitted. Results We analysed a population of 43,025 children. For clinically-important brain injuries among children with minimal head injuries, the negative predictive value was 99.8% and the rate was 0.15%. For traumatic findings on CT, the negative predictive value was 96.9%. Traumatic finding on CT was detected in 3.1% of children with minimal head injuries who underwent a CT examination, which accounts for 0.45% of all children in this group. Conclusion Children with minimal head injuries can be safely discharged with oral and written instructions. Use of the SNC-G will potentially reduce the use of CT.
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Affiliation(s)
| | - Ole Brus
- Clinical Epidemiology and Biostatics, School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Magnus Olivecrona
- Department of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden.
- Department of Anaesthesiology and Intensive Care, Section for Neurosurgery, Örebro University Hospital, Örebro, Sweden.
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Alreshidi MN, Alshubrmi D, Alreshidi F, Soliman K, Alrashidi I. Knowledge about imaging modalities, risks, and protection in radiology among medical students at the University of Hail. Avicenna J Med 2020; 10:15-21. [PMID: 32110545 PMCID: PMC7015000 DOI: 10.4103/ajm.ajm_49_19] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Aim The aim of this study was to evaluate awareness and knowledge about radiation risks and safety principles among medical students at the College of Medicine, University of Hail, Hail, Saudi Arabia, in their clinical years. Materials and Methods In this cross-sectional study, an anonymous electronic questionnaire was sent to 174 randomly selected students in clinical years 4-6. The questionnaire contained 38 questions. The respondents' answers to these questions were used to classify them according to their demographic characteristics and to evaluate their knowledge about common imaging modalities, radiation risks, and safety measures. The data were analyzed using the Statistical Package for the Social Sciences (SPSS) software, version 22. Results Seventy-five (51.7%) of 145 respondents were female and 70 (48.3%) were male. Fifty-five respondents (37.9%) were in year 4, 38 (26.2%) were in year 5, and 52 (35.9%) were in year 6. The mean score for knowledge about common imaging modalities was 4.10 ± 2.030 of 10, that for knowledge about the risks of radiation was 3.17 ± 1.954 (range, 0-8) of 13, and that for knowledge about radiation protection measures was low at 0.79 ± 0.922 (range, 0-4) of 8. Overall, there was an improvement in knowledge about the imaging modalities and the risks of radiation as the number of clinical years increased (P = 0.000), but it was still unsatisfactory. Conclusion The results of this study indicate that the medical students at the University of Hail have very limited knowledge about radiation risks and safety measures. These findings highlight the need for urgent action to improve students' knowledge of these topics.
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Affiliation(s)
| | - Dalal Alshubrmi
- College of Medicine, University of Hail, Hail, Kingdom of Saudi Arabia
| | - Fayez Alreshidi
- Assistant professor, Department of Family and Community Medicine, College of Medicine, University of Hail, Hail, Kingdom of Saudi Arabia
| | - Khaled Soliman
- Consultant medical Physicist, Medical Physics Department, Prince Sultan Military Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Ibrahim Alrashidi
- Interventional Radiologist, Radiology, Prince Sultan Military Medical City, Riyadh, Kingdom of Saudi Arabia
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Niele N, van Houten M, Tromp E, van Goudoever J, Plötz FB. Application of PECARN rules would significantly decrease CT rates in a Dutch cohort of children with minor traumatic head injuries. Eur J Pediatr 2020; 179:1597-1602. [PMID: 32342189 PMCID: PMC7479012 DOI: 10.1007/s00431-020-03649-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 03/25/2020] [Accepted: 04/08/2020] [Indexed: 01/16/2023]
Abstract
The aim of this study was to determine the potential impact of the Pediatric Emergency Care Applied Research Network (PECARN) rules on the CT rate in a large paediatric minor traumatic head injury (MTHI) cohort and compare this with current national Dutch guidelines. This was a planned sub-study of a prospective multicentre observational study that enrolled 1006 children younger than 18 years with MTHI. We calculated the number of recommended CT scans and described trauma-related CT scan abnormalities. The PECARN rules recommended a significantly lower percentage of CT scans in all age categories, namely 101/357 (28.3%) versus 164/357 (45.9%) (p < 0.001) in patients under 2 years of age and 148/623 (23.8%) versus 394/623 (63.2%) (p < 0,001) versus in patients 2 years and older.Conclusion: The projected CT rate can significantly be reduced if the PECARN rules are applied. We therefore advocate that the PECARN guidelines are also implemented in The Netherlands. What is Known: • To guide clinicians whether to perform a CT scan in children with a minor traumatic head injury (MTHI) clinical decision rules has been developed. • The overall CT scan rate in adherence with the Dutch MTHI guidelines is 44%. What is New: • The projected CT rate can significantly be reduced in a Dutch cohort of MTHI if the PECARN rules are applied. • The Dutch national guidelines for MTHI can safely be replaced by the PECARN rules.
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Affiliation(s)
- Nicky Niele
- Department of Paediatrics, Tergooi Hospital, Rijksstraatweg1, 1261 AN Blaricum, The Netherlands
- Department of Paediatrics, Amsterdam UMC, Emma Children’s Hospital,, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Ellen Tromp
- Department of Epidemiology and Statistics, St Antonius Hospital, Nieuwegein, The Netherlands
| | - J.B. van Goudoever
- Department of Paediatrics, Amsterdam UMC, Emma Children’s Hospital,, University of Amsterdam, Amsterdam, The Netherlands
| | - Frans B. Plötz
- Department of Paediatrics, Tergooi Hospital, Rijksstraatweg1, 1261 AN Blaricum, The Netherlands
- Department of Paediatrics, Amsterdam UMC, Emma Children’s Hospital,, University of Amsterdam, Amsterdam, The Netherlands
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Rowe C, Wiesendanger K, Polet C, Kuppermann N, Aronoff S. Derivation and Validation of a Simplified Clinical Prediction Rule for Identifying Children at Increased Risk for Clinically Important Traumatic Brain Injuries Following Minor Blunt Head Trauma. THE JOURNAL OF PEDIATRICS: X 2020. [DOI: 10.1016/j.ympdx.2020.100026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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Ekpo EU, Adejoh T, Erim AE. DOSE BENCHMARKS FOR PAEDIATRIC HEAD COMPUTED TOMOGRAPHY EXAMINATION IN NIGERIA. RADIATION PROTECTION DOSIMETRY 2019; 185:464-471. [PMID: 30916763 DOI: 10.1093/rpd/ncz036] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Revised: 02/04/2019] [Accepted: 02/23/2019] [Indexed: 06/09/2023]
Abstract
Diagnostic reference levels (DRLs) provide benchmarks for dose optimisation. We aimed to propose DRLs for paediatric head computed tomography (CT) in Nigeria and assess if facilities adapt protocols to age-specific standardisations. Volume CT dose index (CTDIvol) and dose-length-product (DLP) of at least 20 paediatric patients per age group were extracted from 11 facilities and used to propose DRLs. Kruskal-Wallis and Median tests were used to assess the contribution of age to paediatric dose variations. CTDIvol (mGy)/DLP (mGy.cm) ranged 16-31/100-1603 (newborn), 10-92/75-4072 (1-y-old), 10-81/169-2603 (5-y-olds) and 14-86/119-3945 (≥10-y-olds). The 75th percentile CTDIvol/DLP values were 27/1040, 37/988, 48/1493 and 54/1824 for newborn, 1-y, 5-y, ≥10-y-olds, respectively. Age accounted for 18.4 and 5.3% variations in median CTDIvol and DLP, respectively. Paediatric head CT doses in Nigeria are higher than reported internationally, suggesting a need for dose optimisation interventions.
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Affiliation(s)
- Ernest Usang Ekpo
- Discipline of Medical Radiation Sciences, Faculty of Health Sciences, University of Sydney, Cumberland Campus, 75 East Street, Lidcombe NSW 2141, Australia
| | - Thomas Adejoh
- Department of Radiology, Nnamdi Azikiwe University Teaching Hospital, PMB 5025 Nnewi, Anambra State, Nigeria
| | - Akwa Egom Erim
- Department of Radiography and Radiological Sciences, Faculty of Allied Medical Sciences, University of Calabar, PMB 1115 Calabar, Nigeria
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Svensson S, Vedin T, Clausen L, Larsson PA, Edelhamre M. Application of NICE or SNC guidelines may reduce the need for computerized tomographies in patients with mild traumatic brain injury: a retrospective chart review and theoretical application of five guidelines. Scand J Trauma Resusc Emerg Med 2019; 27:99. [PMID: 31684991 PMCID: PMC6829961 DOI: 10.1186/s13049-019-0673-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Accepted: 09/26/2019] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Traumatic brain injuries continue to be a significant cause of mortality and morbidity worldwide. Most traumatic brain injuries are classified as mild, with a low but not negligible risk of intracranial hemorrhage. To help physicians decide which patients might benefit from a computerized tomography (CT) of the head to rule out intracranial hemorrhage, several clinical decision rules have been developed and proven effective in reducing the amount of negative CTs, but they have not been compared against one another in the same cohort as to which one demonstrates the best performance. METHODS This study involved a retrospective review of the medical records of patients seeking care between January 1 and December 31, 2017 at Helsingborg Hospital, Sweden after head trauma. The Canadian CT Head Rule (CCHR), the New Orleans Criteria (NOC), the National Emergency X-Radiography Utilization Study II (NEXUS II), the National Institute of Health and Care Excellence (NICE) guideline and the Scandinavian Neurotrauma Committee (SNC) guideline were analyzed. A theoretical model for each guideline was constructed and applied to the cohort to yield a theoretical CT-rate for each guideline. Performance parameters were calculated and compared. RESULTS One thousand three hundred fifty-three patients were included; 825 (61%) CTs were performed, and 70 (5.2%) cases of intracranial hemorrhage were found. The CCHR and the NOC were applicable to a minority of the patients, while the NEXUS II, the NICE, and the SNC guidelines were applicable to the entire cohort. A theoretical application of the NICE and the SNC guidelines would have reduced the number of CT scans by 17 and 9% (P = < 0.0001), respectively, without missing patients with intracranial hemorrhages requiring neurosurgical intervention. CONCLUSION A broad application of either NICE or the SNC guidelines could potentially reduce the number of CT scans in patients suffering from mTBI in a Scandinavian setting, while the other guidelines seemed to increase the CT frequency. The sensitivity for intracranial hemorrhage was lower than in previous studies for all guidelines, but no fatality or need for neurosurgical intervention was missed by any guideline when they were applicable.
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Affiliation(s)
- Sebastian Svensson
- Department of Clinical Sciences, Medical Faculty, Lund University, Lund, Sweden
| | - Tomas Vedin
- Department of Clinical Sciences, Medical Faculty, Lund University, Lund, Sweden
| | | | - Per-Anders Larsson
- Department of Clinical Sciences, Medical Faculty, Lund University, Lund, Sweden
| | - Marcus Edelhamre
- Department of Clinical Sciences, Medical Faculty, Lund University, Lund, Sweden
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Ostrom QT, Fahmideh MA, Cote DJ, Muskens IS, Schraw JM, Scheurer ME, Bondy ML. Risk factors for childhood and adult primary brain tumors. Neuro Oncol 2019; 21:1357-1375. [PMID: 31301133 PMCID: PMC6827837 DOI: 10.1093/neuonc/noz123] [Citation(s) in RCA: 133] [Impact Index Per Article: 26.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Primary brain tumors account for ~1% of new cancer cases and ~2% of cancer deaths in the United States; however, they are the most commonly occurring solid tumors in children. These tumors are very heterogeneous and can be broadly classified into malignant and benign (or non-malignant), and specific histologies vary in frequency by age, sex, and race/ethnicity. Epidemiological studies have explored numerous potential risk factors, and thus far the only validated associations for brain tumors are ionizing radiation (which increases risk in both adults and children) and history of allergies (which decreases risk in adults). Studies of genetic risk factors have identified 32 germline variants associated with increased risk for these tumors in adults (25 in glioma, 2 in meningioma, 3 in pituitary adenoma, and 2 in primary CNS lymphoma), and further studies are currently under way for other histologic subtypes, as well as for various childhood brain tumors. While identifying risk factors for these tumors is difficult due to their rarity, many existing datasets can be leveraged for future discoveries in multi-institutional collaborations. Many institutions are continuing to develop large clinical databases including pre-diagnostic risk factor data, and developments in molecular characterization of tumor subtypes continue to allow for investigation of more refined phenotypes. Key Point 1. Brain tumors are a heterogeneous group of tumors that vary significantly in incidence by age, sex, and race/ethnicity.2. The only well-validated risk factors for brain tumors are ionizing radiation (which increases risk in adults and children) and history of allergies (which decreases risk).3. Genome-wide association studies have identified 32 histology-specific inherited genetic variants associated with increased risk of these tumors.
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Affiliation(s)
- Quinn T Ostrom
- Department of Medicine, Section of Epidemiology and Population Sciences, Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA
| | - Maral Adel Fahmideh
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Medicine, Solna, Karolinska Institutet, and Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - David J Cote
- Channing Division of Network Medicine, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts, USA
- Computational Neuroscience Outcomes Center, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Ivo S Muskens
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Jeremy M Schraw
- Department of Medicine, Section of Epidemiology and Population Sciences, Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA
| | - Michael E Scheurer
- Department of Pediatrics, Section of Hematology-Oncology, Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA
| | - Melissa L Bondy
- Department of Medicine, Section of Epidemiology and Population Sciences, Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, USA
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Makar KG, Gunaseelan V, Waljee J, Vercler CJ, Buchman SR. Variation in the Utilization of Postoperative Computed Tomography for Patients With Nonsyndromic Craniosynostosis: A National Claims Analysis. Cleft Palate Craniofac J 2019; 57:288-295. [PMID: 31648534 DOI: 10.1177/1055665619882568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE Routine postoperative computed tomography (CT) imaging in nonsyndromic craniosynostosis remains controversial due to the hazards of radiation exposure. The extent to which postoperative head CTs are performed remains unknown. Therefore, we sought to measure the use of postoperative CTs in this population. DESIGN The authors reviewed insurance claims from OptumInsight, using Current Procedural Terminology codes to identify procedures and postoperative imaging. Multilevel logistic regression was used to describe the odds of undergoing postoperative CTs, adjusting for patient and provider covariates. PARTICIPANTS Craniosynostosis patients who underwent reconstruction between 2001 and 2017 were reviewed. Patients older than 5 years at surgery, postoperative lengths of stay >15 days, syndromic diagnoses, operative complications within 30 days of surgery, and cranial bone grafting merited exclusion. MAIN OUTCOME MEASURE Odds of postoperative head CTs after cranial vault reconstruction. RESULTS In this cohort (n = 1150), 326 (28.4%) patients underwent postoperative head CTs. The number of CTs ranged from 0 to 14. Older age at surgery (odds ratio [OR]: 1.32, P = .002), increasing years of follow-up (OR: 1.12, P < .001), and increasing comorbidities (OR: 1.21, P = .017) were associated with postoperative CTs. After adjusting for patient factors, provider factors accounted for 31.3% of variation in imaging. CONCLUSIONS Over a quarter of patients underwent head CTs following reconstruction, and provider factors accounted for a large percentage of the variation. Given the risks of radiation, neurosurgeons and craniofacial surgeons face a critical need to establish postoperative imaging protocols to reduce unnecessary imaging in these vulnerable patients.
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Affiliation(s)
- Katelyn G Makar
- Section of Plastic Surgery, Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Vidhya Gunaseelan
- Michigan Opioid Prescribing Engagement Network, University of Michigan, Ann Arbor, MI, USA
| | - Jennifer Waljee
- Section of Plastic Surgery, Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Christian J Vercler
- Section of Plastic Surgery, Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Steven R Buchman
- Section of Plastic Surgery, Department of Surgery, University of Michigan, Ann Arbor, MI, USA
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Sheppard JP, Duong C, Romiyo P, Azzam D, Alkhalid Y, Nguyen T, Babayan D, Lagman C, Sun MZ, Prashant GN, Beckett JS, Yang I. Patient Safety Analysis in Radiation Burden of Head Computed Tomography Imaging in 1185 Neurosurgical Inpatients. World Neurosurg 2019; 133:e308-e319. [PMID: 31520752 DOI: 10.1016/j.wneu.2019.09.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Revised: 09/01/2019] [Accepted: 09/03/2019] [Indexed: 12/15/2022]
Abstract
OBJECTIVE We performed a retrospective analysis in a cohort of 1185 patients at our institution who were identified as undergoing ≥1 head computed tomography (CT) examinations during their inpatient stay on the neurosurgery service, to quantify the number, type, and associated radiation burden of head CT procedures performed by the neurosurgery service. METHODS CT procedure records and radiology reports were obtained via database search and directly validated against records retrieved from manual chart review. Next, dosimetry data from the head CT procedures were extracted via automated text mining of electronic radiology reports. RESULTS Among 4510 identified adult head CT procedures, 88% were standard head CT examinations. A total of 3.65 ± 3.60 head CT scans were performed during an average adult admission. The most common primary diagnoses were neoplasms, trauma, and other hemorrhage. The median cumulative effective dose per admission was 5.66 mSv (range, 1.06-84.5 mSv; mean, 8.56 ± 8.95 mSv). The median cumulative effective dose per patient was 6.4 mSv (range, 1.1-127 mSv; mean, 9.26 ± 10.0 mSv). CONCLUSIONS The median cumulative radiation burden from head CT imaging in our cohort equates approximately to a single chest CT scan, well within accepted limits for safe CT imaging in adults. Refined methods are needed to characterize the safety profile of the few pediatric patients identified in our study.
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Affiliation(s)
- John P Sheppard
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Courtney Duong
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Prasanth Romiyo
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Daniel Azzam
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Yasmine Alkhalid
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Thien Nguyen
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Diana Babayan
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Carlito Lagman
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Matthew Z Sun
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Giyarpuram N Prashant
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Joel S Beckett
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA
| | - Isaac Yang
- Department of Neurosurgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA; Department of Radiation Safety, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA; Department of Physics & Biology in Medicine Graduate Program, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA; Department of Radiology, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA; Department of Radiological Sciences-Section of Neuroradiology, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA; Department of Head and Neck Surgery, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA; Department of Radiation Oncology, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA; Jonsson Comprehensive Cancer Center, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA; Los Angeles Biomedical Research Institute, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA; Harbor-UCLA Medical Center, David Geffen School of Medicine of the University of California, Los Angeles (UCLA), Los Angeles, California, USA.
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Chou PY, Denadai R, Hallac RR, Dumrongwongsiri S, Hsieh WC, Pai BC, Lo LJ. Comparative Volume Analysis of Alveolar Defects by 3D Simulation. J Clin Med 2019; 8:jcm8091401. [PMID: 31500125 PMCID: PMC6780758 DOI: 10.3390/jcm8091401] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 08/27/2019] [Accepted: 09/02/2019] [Indexed: 02/05/2023] Open
Abstract
A precise volumetric assessment of maxillary alveolar defects in patients with cleft lip and palate can reduce donor site morbidity or allow accurate preparation of bone substitutes in future applications. However, there is a lack of agreement regarding the optimal volumetric technique to adopt. This study measured the alveolar bone defects by using two cone-beam computed tomography (CBCT)-based surgical simulation methods. Presurgical CBCT scans from 32 patients with unilateral or bilateral clefts undergoing alveolar bone graft surgery were analyzed. Two hands-on CBCT-based volumetric measurement methods were compared: the 3D real-scale printed model-based surgical method and the virtual surgical method. Different densities of CBCT were compared. Intra- and inter-examiner reliability was assessed. For patients with unilateral clefts, the average alveolar defect volumes were 1.09 ± 0.24 and 1.09 ± 0.25 mL (p > 0.05) for 3D printing- and virtual-based models, respectively; for patients with bilateral clefts, they were 2.05 ± 0.22 and 2.02 ± 0.27 mL (p > 0.05), respectively. Bland–Altman analysis revealed that the methods were equivalent for unilateral and bilateral alveolar cleft defect assessment. No significant differences or linear relationships were observed between adjacent different densities of CBCT for model production to obtain the measured volumes. Intra- and inter-examiner reliability was moderate to good (intraclass correlation coefficient (ICC) > 0.6) for all measurements. This study revealed that the volume of unilateral and bilateral alveolar cleft defects can be equally quantified by 3D-printed and virtual surgical simulation methods and provides alveolar defect-specific volumes which can serve as a reference for planning and execution of alveolar bone graft surgery.
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Affiliation(s)
- Pang-Yun Chou
- Department of Plastic and Reconstructive Surgery, Craniofacial Research Center, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan City 33302, Taiwan
| | - Rafael Denadai
- Department of Plastic and Reconstructive Surgery, Craniofacial Research Center, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan City 33302, Taiwan
| | - Rami R Hallac
- Analytical Imaging and Modeling Center, Department of Plastic Surgery, University of Texas Southwestern, Dallas, TX 75390, USA
| | - Sarayuth Dumrongwongsiri
- Department of Plastic and Reconstructive Surgery, Craniofacial Research Center, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan City 33302, Taiwan
| | - Wei-Chuan Hsieh
- Department of Plastic and Reconstructive Surgery, Chang Gung Memorial Hospital, Taoyuan City 33302, Taiwan
| | - Betty Cj Pai
- Division of Orthodontics, Department of Dentistry, Chang Gung Memorial Hospital, Taoyuan City 33302, Taiwan
| | - Lun-Jou Lo
- Department of Plastic and Reconstructive Surgery, Craniofacial Research Center, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan City 33302, Taiwan.
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