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Goshtasbi K, Su E, Jing JC, Nguyen TV, Hong EM, Dilley KD, Ahuja GS, Chen Z, Wong BJF. Long-range optical coherence tomography of pediatric airway during drug induced sleep endoscopy: A preliminary report. Int J Pediatr Otorhinolaryngol 2024; 178:111900. [PMID: 38408413 DOI: 10.1016/j.ijporl.2024.111900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 02/17/2024] [Accepted: 02/21/2024] [Indexed: 02/28/2024]
Abstract
OBJECTIVE Drug induced sleep endoscopy (DISE) is often performed for pediatric obstructive sleep apnea (OSA) when initial diagnostic studies do not provide adequate information for therapy. However, DISE scoring is subjective and with limitations. This proof-of-concept study demonstrates the use of a novel long-range optical coherence tomography (LR-OCT) system during DISE of two pediatric patients. METHODS LR-OCT was used to visualize the airway of pediatric patients during DISE. At the conclusion of DISE, the OCT probe was guided in the airway under endoscopic visual guidance, and cross-sectional images were acquired at the four VOTE locations. Data processing involved image resizing and alignment, followed by rendering of three-dimensional (3D) volumetric models of the airways. RESULTS Two patients were included in this study. Patient one had 18.4%, 20.9%, 72.3%, and 97.3% maximal obstruction at velum, oropharynx, tongue base, and epiglottis, while patient two had 40.2%, 41.4%, 8.0%, and 17.5% maximal obstruction at these regions, respectively. Three-dimensional reconstructions of patients' airways were also constructed from the OCT images. CONCLUSION This proof-of-concept study demonstrates the successful evaluation of pediatric airway during DISE using LR-OCT, which accurately identified sites and degrees of obstruction with respective 3D airway reconstruction.
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Affiliation(s)
- Khodayar Goshtasbi
- Department of Otolaryngology-Head and Neck Surgery, University of California Irvine, Irvine, CA, USA; Beckman Laser Institute, University of California Irvine, Irvine, CA, USA
| | - Erica Su
- Beckman Laser Institute, University of California Irvine, Irvine, CA, USA
| | - Joseph C Jing
- Beckman Laser Institute, University of California Irvine, Irvine, CA, USA
| | - Theodore V Nguyen
- Beckman Laser Institute, University of California Irvine, Irvine, CA, USA
| | - Ellen M Hong
- Beckman Laser Institute, University of California Irvine, Irvine, CA, USA
| | - Katelyn D Dilley
- Beckman Laser Institute, University of California Irvine, Irvine, CA, USA
| | - Gurpreet S Ahuja
- Division of Pediatric Otolaryngology, Children's Hospital of Orange County, Orange, CA, USA
| | - Zhongping Chen
- Beckman Laser Institute, University of California Irvine, Irvine, CA, USA; School of Biomedical Engineering, University of California Irvine, Irvine, CA, USA
| | - Brian J F Wong
- Department of Otolaryngology-Head and Neck Surgery, University of California Irvine, Irvine, CA, USA; Beckman Laser Institute, University of California Irvine, Irvine, CA, USA; School of Biomedical Engineering, University of California Irvine, Irvine, CA, USA.
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2
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Yi S, Yang H. Update on the pediatric adverse vocal behavior voice disorders: a clinical practice review. Eur J Pediatr 2023:10.1007/s00431-023-04879-4. [PMID: 36973568 DOI: 10.1007/s00431-023-04879-4] [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: 11/26/2022] [Revised: 01/16/2023] [Accepted: 02/14/2023] [Indexed: 03/29/2023]
Abstract
The main causes of voice disorders in children with adverse vocal behavior include benign lesions of the vocal folds caused by voice abuse or misuses, such as vocal fold nodules, vocal fold polyps, and laryngitis. Long-term voice disorders can affect the physical and mental health of children. Reviewing the literature of the last two decades on "Vocal Fold Nodules," "Vocal Fold Polyp," "Voice disorder," "Voice Abuse," "Voice Misuse," "Pediatrics," and "Children" with the appropriate Boolean operators. Conclusion: A total of 315 results were returned on an initial PubMed search. All articles from 2000 to 2022 written in English or Chinese were screened. Duplicate articles, those relating to adults only or concerned with the malignant lesion of the vocal cord, were excluded, resulting in 196 articles of interest. Relevant references and books have also been consulted, and we provide a review of the pathogenesis, diagnosis, and treatment of these maladaptive vocal behavioral voice disorders. What is Known: • Hoarseness is the most common voice symptom in children, and there are various causes of hoarseness in children. However, there is a lack of reviews on voice disorders caused by adverse vocal habits in children. • Voice training is a conservative treatment method for children with voice disorders , and it is important to clarify the factors that influence the effectiveness of voice training for children. What is New: • This review of the personality and family characteristics of children with adverse vocal behavioural voice disorders provides a valuable guide to the clinical planning of subsequent treatment. • This article discusses and summarises some of the factors that may influence the effectiveness of voice training in children and collates some of the scales and questionnaires currently used in children that are important in predicting the effectiveness of voice training.
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Affiliation(s)
- Sixi Yi
- Department of Otolaryngology Head and Neck Surgery, West China Hospital, Sichuan University, Chengdu, 610044, China
| | - Hui Yang
- Department of Otolaryngology Head and Neck Surgery, West China Hospital, Sichuan University, Chengdu, 610044, China.
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Kim Y, Park JE, Kim JH. Plain Radiographic Analysis of Laryngeal Dimensions in Young Children: Normal versus Croup. CHILDREN (BASEL, SWITZERLAND) 2022; 9:children9101532. [PMID: 36291468 PMCID: PMC9600057 DOI: 10.3390/children9101532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 09/16/2022] [Accepted: 10/01/2022] [Indexed: 11/06/2022]
Abstract
(1) Background: Contrary to a tenet of the funnel-shaped pediatric larynx with the cricoid level being narrowest, recent studies show the glottis and subglottis as the narrowest levels. To locate the functionally narrowest level of the larynx, we reported normal laryngeal dimensions and their croup-related changes in young children. (2) Methods: We reviewed normal plain neck radiographs recorded for the evaluation of minor trauma or foreign bodies in 504 children aged ≤4 years who visited the emergency department from 2016 through 2021. Using computed tomography-based localization of the glottis, we radiographically defined the subglottis and cricoid. At these levels, we measured diameters and calculated cross-sectional areas (CSAs) on the radiographs. The values were compared to the equivalent values of a 1:1 age-matched population with croup. (3) Results: In the study population (n = 401), the narrowest diameter and CSA were observed in the glottis. In detail, the mean anteroposterior/transverse diameters were 9.8/3.4 mm at the glottis, 8.5/5.6 mm at the subglottis, and 7.4/6.8 mm at the cricoid (p < 0.001), respectively. In the same order, the mean CSAs were 26.5, 38.1, and 40.5 mm2 (p < 0.001). All dimensions were narrower in the croup population (p < 0.001). We found croup-related narrowing, namely reductions in the transverse diameter and CSA that were more severe closer to the glottis (p < 0.001), without differences per level in the anteroposterior diameter. (4) Conclusions: This study confirms the glottis as the narrowest level of the larynx in young children. In addition, level-based differences in croup-related narrowing suggest some point between the glottis and subglottis as the functionally narrowest level.
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Affiliation(s)
- Youngdae Kim
- Departments of Emergency Medicine, Ajou University School of Medicine, 164 World cup-ro, Yeongtong-gu, Suwon 16499, Korea
| | - Ji-Eun Park
- Departments of Radiology, Ajou University School of Medicine, 164 World cup-ro, Yeongtong-gu, Suwon 16499, Korea
| | - Jung-Heon Kim
- Departments of Emergency Medicine, Ajou University School of Medicine, 164 World cup-ro, Yeongtong-gu, Suwon 16499, Korea
- Correspondence: ; Tel.: +82-31-219-7750
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4
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Hysinger EB, Higano NS, Critser PJ, Woods JC. Imaging in neonatal respiratory disease. Paediatr Respir Rev 2022; 43:44-52. [PMID: 35074281 PMCID: PMC10439744 DOI: 10.1016/j.prrv.2021.12.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 12/17/2021] [Indexed: 12/15/2022]
Abstract
The purpose of this review is to describe the current state of the art in clinical imaging for NICU patients, divided into major areas that correspond to likely phenotypes of neonatal respiratory disease: airway abnormalities, parenchymal disease, and pulmonary vascular disease. All common imaging modalities (ultrasound, X-ray, CT, and MRI) are discussed, with an emphasis on modalities that are most relevant to the individual underlying aspects of disease. Some promising aspects of dynamic and functional imaging are included, where there may be future clinical applicability.
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Affiliation(s)
- E B Hysinger
- Cincinnati Children's Hospital Medical Center, 3333 Burnett Ave, Cincinnati, OH 45229, United States.
| | - N S Higano
- Cincinnati Children's Hospital Medical Center, 3333 Burnett Ave, Cincinnati, OH 45229, United States
| | - P J Critser
- Cincinnati Children's Hospital Medical Center, 3333 Burnett Ave, Cincinnati, OH 45229, United States
| | - J C Woods
- Cincinnati Children's Hospital Medical Center, 3333 Burnett Ave, Cincinnati, OH 45229, United States
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Wang C, Calle P, Reynolds JC, Ton S, Yan F, Donaldson AM, Ladymon AD, Roberts PR, de Armendi AJ, Fung KM, Shettar SS, Pan C, Tang Q. Epidural anesthesia needle guidance by forward-view endoscopic optical coherence tomography and deep learning. Sci Rep 2022; 12:9057. [PMID: 35641505 PMCID: PMC9156706 DOI: 10.1038/s41598-022-12950-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Accepted: 05/19/2022] [Indexed: 12/03/2022] Open
Abstract
Epidural anesthesia requires injection of anesthetic into the epidural space in the spine. Accurate placement of the epidural needle is a major challenge. To address this, we developed a forward-view endoscopic optical coherence tomography (OCT) system for real-time imaging of the tissue in front of the needle tip during the puncture. We tested this OCT system in porcine backbones and developed a set of deep learning models to automatically process the imaging data for needle localization. A series of binary classification models were developed to recognize the five layers of the backbone, including fat, interspinous ligament, ligamentum flavum, epidural space, and spinal cord. The classification models provided an average classification accuracy of 96.65%. During puncture, it is important to maintain a safe distance between the needle tip and the dura mater. Regression models were developed to estimate that distance based on the OCT imaging data. Based on the Inception architecture, our models achieved a mean absolute percentage error of 3.05% ± 0.55%. Overall, our results validated the technical feasibility of using this novel imaging strategy to automatically recognize different tissue structures and measure the distances ahead of the needle tip during the epidural needle placement.
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Affiliation(s)
- Chen Wang
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK, 73019, USA
| | - Paul Calle
- School of Computer Science, University of Oklahoma, Norman, OK, 73019, USA
| | - Justin C Reynolds
- School of Computer Science, University of Oklahoma, Norman, OK, 73019, USA
| | - Sam Ton
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK, 73019, USA
| | - Feng Yan
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK, 73019, USA
| | - Anthony M Donaldson
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK, 73019, USA
| | - Avery D Ladymon
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK, 73019, USA
| | - Pamela R Roberts
- Department of Anesthesiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Alberto J de Armendi
- Department of Anesthesiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Kar-Ming Fung
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA.,Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Shashank S Shettar
- Department of Anesthesiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Chongle Pan
- School of Computer Science, University of Oklahoma, Norman, OK, 73019, USA
| | - Qinggong Tang
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK, 73019, USA. .,Institute for Biomedical Engineering, Science, and Technology (IBEST), University of Oklahoma, Norman, OK, 73019, USA.
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6
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Hysinger EB. Central airway issues in bronchopulmonary dysplasia. Pediatr Pulmonol 2021; 56:3518-3526. [PMID: 33835725 PMCID: PMC8656371 DOI: 10.1002/ppul.25417] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 03/10/2021] [Indexed: 11/10/2022]
Abstract
While there is a very large focus on the abnormalities of parenchymal lung development and extensive efforts to minimize alveolar damage with "gentle ventilation" and noninvasive respiratory support for neonates with bronchopulmonary dysplasia (BPD), there is relatively little consideration for the implications of central airway disease in this patient population. There are significant changes in the structure and conformation of the central airway during the last half of gestation, and premature birth disrupts this natural developmental process. The arrest of maturation results in a smaller airway that is more compliant, easier to deform, and more susceptible to damage. Consequently, neonates with BPD are prone to developing central airway pathology, particularly for patients who require intubation and positive pressure ventilation. Central airway disease can be divided into dynamic and fixed airway obstruction and results in increased respiratory morbidity in neonates with chronic lung disease of prematurity.
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Affiliation(s)
- Erik B Hysinger
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
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7
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Wu X, Feng Z, Kong J, Lai Y, Jia C, Xu Z, Wu F, Cui Q, Chen Y. Efficacy and safety of surfactant administration via thin catheter in preterm infants with neonatal respiratory distress syndrome: A systematic review and meta-analysis. Pediatr Pulmonol 2021; 56:3013-3025. [PMID: 34215018 DOI: 10.1002/ppul.25545] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 05/29/2021] [Accepted: 06/02/2021] [Indexed: 11/08/2022]
Abstract
OBJECTIVE The efficacy and safety of surfactant administration via thin catheter in preterm infants with neonatal respiratory distress syndrome (NRDS) was investigated. METHODS PubMed, Embase, Cochrane Library, and Web of Science databases were searched to identify randomized controlled trials (RCTs) that comparing thin catheter technique with intubation for surfactant delivery in preterm infants with NRDS. RESULTS Thirteen RCTs (1931 infants) were included in the meta-analysis. The use of thin catheter technique decreased the incidences of bronchopulmonary dysplasia (BPD), pneumothorax, and hemodynamically significant patent ductus arteriosus (hsPDA) (risk ratio [RR]: 0.59, 95% confidence interval [CI]: 0.46-0.75, p < .0001; RR: 0.60, 95% CI: 0.39-0.93, p = .02 and RR: 0.88, 95% CI: 0.78-1.00, p = .04, respectively). In addition, infants in the intervention group required less mechanical ventilation within 72 h of life or during hospitalization (RR: 0.60, 95% CI: 0.48-0.75, p < .00001 and RR: 0.64, 95% CI: 0.49-0.82, p = .0005, respectively) compared with infants in the control group. However, the rate of surfactant reflux was higher in the intervention group than that in the control group (RR: 2.12, 95% CI: 1.37-3.29, p = .0008). There were no significant differences in mortality and other outcomes between the two groups. CONCLUSION The administration of surfactant via thin catheter could lower the requirement for mechanical ventilation, and decrease the incidence of BPD, pneumothorax, and hsPDA.
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Affiliation(s)
- Xiaohong Wu
- Department of Pediatrics, The Third Affifiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Zhoushan Feng
- Department of Pediatrics, The Sixth Affifiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Juan Kong
- Department of Pediatrics, The Third Affifiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Yiyu Lai
- Department of Pediatrics, The Third Affifiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Chunhong Jia
- Department of Pediatrics, The Third Affifiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Zhanyuan Xu
- Department of Pediatrics, The Third Affifiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Fan Wu
- Department of Pediatrics, The Third Affifiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Qiliang Cui
- Department of Pediatrics, The Third Affifiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Yaoyong Chen
- Department of Pediatrics, The Third Affifiliated Hospital of Guangzhou Medical University, Guangzhou, China
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8
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Wang C, Calle P, Tran Ton NB, Zhang Z, Yan F, Donaldson AM, Bradley NA, Yu Z, Fung KM, Pan C, Tang Q. Deep-learning-aided forward optical coherence tomography endoscope for percutaneous nephrostomy guidance. BIOMEDICAL OPTICS EXPRESS 2021; 12:2404-2418. [PMID: 33996237 PMCID: PMC8086467 DOI: 10.1364/boe.421299] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 03/18/2021] [Accepted: 03/19/2021] [Indexed: 05/18/2023]
Abstract
Percutaneous renal access is the critical initial step in many medical settings. In order to obtain the best surgical outcome with minimum patient morbidity, an improved method for access to the renal calyx is needed. In our study, we built a forward-view optical coherence tomography (OCT) endoscopic system for percutaneous nephrostomy (PCN) guidance. Porcine kidneys were imaged in our experiment to demonstrate the feasibility of the imaging system. Three tissue types of porcine kidneys (renal cortex, medulla, and calyx) can be clearly distinguished due to the morphological and tissue differences from the OCT endoscopic images. To further improve the guidance efficacy and reduce the learning burden of the clinical doctors, a deep-learning-based computer aided diagnosis platform was developed to automatically classify the OCT images by the renal tissue types. Convolutional neural networks (CNN) were developed with labeled OCT images based on the ResNet34, MobileNetv2 and ResNet50 architectures. Nested cross-validation and testing was used to benchmark the classification performance with uncertainty quantification over 10 kidneys, which demonstrated robust performance over substantial biological variability among kidneys. ResNet50-based CNN models achieved an average classification accuracy of 82.6%±3.0%. The classification precisions were 79%±4% for cortex, 85%±6% for medulla, and 91%±5% for calyx and the classification recalls were 68%±11% for cortex, 91%±4% for medulla, and 89%±3% for calyx. Interpretation of the CNN predictions showed the discriminative characteristics in the OCT images of the three renal tissue types. The results validated the technical feasibility of using this novel imaging platform to automatically recognize the images of renal tissue structures ahead of the PCN needle in PCN surgery.
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Affiliation(s)
- Chen Wang
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73072, USA
- These authors contributed equally to this work
| | - Paul Calle
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73072, USA
- These authors contributed equally to this work
| | - Nu Bao Tran Ton
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73072, USA
| | - Zuyuan Zhang
- School of Computer Science, University of Oklahoma, Norman, OK 73072, USA
| | - Feng Yan
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73072, USA
| | - Anthony M Donaldson
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73072, USA
| | - Nathan A Bradley
- Department of Urology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Zhongxin Yu
- Children's Hospital, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Kar-Ming Fung
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
- Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Chongle Pan
- School of Computer Science, University of Oklahoma, Norman, OK 73072, USA
| | - Qinggong Tang
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73072, USA
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Miao Y, Jing JJ, Chen Z. Graph-based rotational nonuniformity correction for localized compliance measurement in the human nasopharynx. BIOMEDICAL OPTICS EXPRESS 2021; 12:2508-2518. [PMID: 33996244 PMCID: PMC8086476 DOI: 10.1364/boe.419997] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 03/08/2021] [Accepted: 03/11/2021] [Indexed: 05/11/2023]
Abstract
Recent advancements in the high-speed long-range optical coherence tomography (OCT) endoscopy allow characterization of tissue compliance in the upper airway, an indicator of collapsibility. However, the resolution and accuracy of localized tissue compliance measurement are currently limited by the lack of a reliable nonuniform rotational distortion (NURD) correction method. In this study, we developed a robust 2-step NURD correction algorithm that can be applied to the dynamic OCT images obtained during the compliance measurement. We demonstrated the utility of the NURD correction algorithm by characterizing the local compliance of nasopharynx from an awake human subject for the first time.
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Affiliation(s)
- Yusi Miao
- Beckman Laser Institute, University of California, Irvine, Irvine, CA 92612, USA
- Department of Biomedical Engineering, University of California, Irvine, Irvine, CA 92697, USA
| | - Joseph J. Jing
- Beckman Laser Institute, University of California, Irvine, Irvine, CA 92612, USA
| | - Zhongping Chen
- Beckman Laser Institute, University of California, Irvine, Irvine, CA 92612, USA
- Department of Biomedical Engineering, University of California, Irvine, Irvine, CA 92697, USA
- The Edwards Lifesciences Center for Advanced Cardiovascular Technology, University of California, Irvine, Irvine, CA 92697, USA
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10
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Gandhi DB, Rice A, Gunatilaka CC, Higano NS, Fleck RJ, de Alarcon A, Hart CK, Kuo IC, Amin RS, Woods JC, Hysinger EB, Bates AJ. Quantitative Evaluation of Subglottic Stenosis Using Ultrashort Echo Time MRI in a Rabbit Model. Laryngoscope 2021; 131:E1971-E1979. [PMID: 33399240 DOI: 10.1002/lary.29363] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 11/24/2020] [Accepted: 12/21/2020] [Indexed: 12/14/2022]
Abstract
OBJECTIVE/HYPOTHESIS To assess the ability of ultra-short echo time (UTE)-MRI to detect subglottic stenosis (SGS) and evaluate response to balloon dilation. To correlate measurements from UTE-MRI with endotracheal-tube (ETT)-sizing and to investigate whether SGS causes change in airway dynamics. STUDY DESIGN Animal research study. METHODS Eight adult New-Zealand white rabbits were used as they approximate neonatal airway-size. The airways were measured using ETT-sizing and 3D UTE-MRI at baseline, 2 weeks post-cauterization induced SGS injury, and post-balloon dilation treatment. UTE-MR images were acquired to determine airway anatomy and motion. Airways were segmented from MR images. Cross-sectional area (CSA), major and minor diameters (Dmajor and Dminor ), and eccentricity were measured. RESULTS Post-injury CSA at SGS was significantly reduced (mean 38%) compared to baseline (P = .003) using UTE-MRI. ETT-sizing correlated significantly with MRI-measured CSA at the SGS location (r = 0.6; P < .01), particularly at the post-injury timepoint (r = 0.93; P < .01). Outer diameter from ETT-sizing (OD) correlated significantly with Dmajor (r = 0.63; P < .01) from UTE-MRI at the SGS location, especially for the post-injury timepoint (r = 0.91; P < .01). Mean CSA of upper trachea did not change significantly between end-expiration and end-inspiration at any timepoint (all P > .05). Eccentricity of the upper trachea increased significantly post-balloon dilation (P < .05). CONCLUSIONS UTE-MRI successfully detected SGS and treatment response in the rabbit model, with good correlation to ETT-sizing. Balloon dilation increased CSA at SGS, but not to baseline values. SGS did not alter dynamic motion for the trachea in this rabbit model; however, tracheas were significantly eccentric post-balloon dilation. UTE-MRI can detect SGS without sedation or ionizing radiation and may be a non-invasive alternative to ETT-sizing. LEVEL OF EVIDENCE NA Laryngoscope, 131:E1971-E1979, 2021.
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Affiliation(s)
- Deep B Gandhi
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A.,Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A
| | - Andrew Rice
- College of Medicine, University of Cincinnati, Cincinnati, Ohio, U.S.A
| | - Chamindu C Gunatilaka
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A.,Department of Physics, University of Cincinnati, Cincinnati, Ohio, U.S.A
| | - Nara S Higano
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A.,Department of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A
| | - Robert J Fleck
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A.,Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A
| | - Alessandro de Alarcon
- Department of Otolaryngology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A
| | - Catherine K Hart
- Department of Otolaryngology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A
| | - I-Chun Kuo
- Department of Otorhinolaryngology Head and Neck Surgery, Sleep Center, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Raouf S Amin
- Department of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A.,Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, U.S.A
| | - Jason C Woods
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A.,Department of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A.,Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, U.S.A
| | - Erik B Hysinger
- Department of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A.,Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, U.S.A
| | - Alister J Bates
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A.,Department of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, U.S.A.,Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, U.S.A
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11
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Kozlowski KM, Sharma GK, Chen JJ, Qi L, Osann K, Jing JC, Ahuja GS, Heidari AE, Chung PS, Kim S, Chen Z, Wong BJF. Dynamic programming and automated segmentation of optical coherence tomography images of the neonatal subglottis: enabling efficient diagnostics to manage subglottic stenosis. JOURNAL OF BIOMEDICAL OPTICS 2019; 24:1-8. [PMID: 31493317 PMCID: PMC6732661 DOI: 10.1117/1.jbo.24.9.096001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 08/20/2019] [Indexed: 05/25/2023]
Abstract
Subglottic stenosis (SGS) is a challenging disease to diagnose in neonates. Long-range optical coherence tomography (OCT) is an optical imaging modality that has been described to image the subglottis in intubated neonates. A major challenge associated with OCT imaging is the lack of an automated method for image analysis and micrometry of large volumes of data that are acquired with each airway scan (1 to 2 Gb). We developed a tissue segmentation algorithm that identifies, measures, and conducts image analysis on tissue layers within the mucosa and submucosa and compared these automated tissue measurements with manual tracings. We noted small but statistically significant differences in thickness measurements of the mucosa and submucosa layers in the larynx (p < 0.001), subglottis (p = 0.015), and trachea (p = 0.012). The automated algorithm was also shown to be over 8 times faster than the manual approach. Moderate Pearson correlations were found between different tissue texture parameters and the patient’s gestational age at birth, age in days, duration of intubation, and differences with age (mean age 17 days). Automated OCT data analysis is necessary in the diagnosis and monitoring of SGS, as it can provide vital information about the airway in real time and aid clinicians in making management decisions for intubated neonates.
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Affiliation(s)
- Konrad M. Kozlowski
- University of California Irvine, Beckman Laser Institute, Irvine, California, United States
| | - Giriraj K. Sharma
- University of California Irvine, Department of Otolaryngology-Head and Neck Surgery, Orange, California, United States
| | - Jason J. Chen
- University of California Irvine, Beckman Laser Institute, Irvine, California, United States
- University of California Irvine, Department of Biomedical Engineering, Irvine, California, United States
| | - Li Qi
- Southern Medical University, School of Biomedical Engineering, Guangzhou, China
| | - Kathryn Osann
- University of California Irvine, Department of Otolaryngology-Head and Neck Surgery, Orange, California, United States
- University of California Irvine, Department of Biomedical Engineering, Irvine, California, United States
| | - Joseph C. Jing
- University of California Irvine, Beckman Laser Institute, Irvine, California, United States
- University of California Irvine, Department of Biomedical Engineering, Irvine, California, United States
| | - Gurpreet S. Ahuja
- University of California Irvine, Department of Otolaryngology-Head and Neck Surgery, Orange, California, United States
- Children’s Hospital of Orange County, Orange, California, United States
| | - Andrew E. Heidari
- University of California Irvine, Beckman Laser Institute, Irvine, California, United States
| | - Phil-Sang Chung
- Dankook University, Beckman Laser Institute Korea, Cheoan, Republic of Korea
| | - Sehwan Kim
- Dankook University, Beckman Laser Institute Korea, Cheoan, Republic of Korea
- Dankook University, School of Medicine, Department of Biomedical Engineering, Cheoan, Republic of Korea
| | - Zhongping Chen
- University of California Irvine, Beckman Laser Institute, Irvine, California, United States
- University of California Irvine, Department of Biomedical Engineering, Irvine, California, United States
| | - Brian J.-F. Wong
- University of California Irvine, Beckman Laser Institute, Irvine, California, United States
- University of California Irvine, Department of Otolaryngology-Head and Neck Surgery, Orange, California, United States
- University of California Irvine, Department of Biomedical Engineering, Irvine, California, United States
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12
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Abstract
OBJECTIVES To characterize the real size and morphology of tracheas in childhood for the optimal selection of endotracheal tube. DESIGN A retrospective cohort study of pediatric patients who received CT scan of the cervical spine from July 2011 to March 2018. Cross-sectional CT images vertical to trachea were reconstructed and the accurate tracheal diameters were measured. The validity of the traditional age-based formula for predicting the endotracheal tube size was assessed for the best fit to trachea. SETTING Tertiary Emergency and Critical Care Center of Kyushu University Hospital. PATIENTS Children, who are 1 month to 15 years old, received CT scan of the cervical spine. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We enrolled 86 children with median age of 53 months. The cross-sectional shape of pediatric trachea was circular at the cricoid level and elliptical at the infraglottic level. The narrowest part of pediatric trachea was the transverse diameter at the infraglottic level at any age. Significant positive correlation between age and the narrowest diameter was observed. When compared the transverse diameter at the infraglottic level with the outer diameter of endotracheal tubes, uncuffed endotracheal tubes selection based on the traditional age-based formula ran a significant risk of oversized endotracheal intubation until 10 years old compared with cuffed endotracheal tubes selection (60.0% vs 23.8%; p < 0.05). CONCLUSIONS These findings indicate the safety and efficacy of cuffed endotracheal tubes in infants and children and the reconsideration for the airway management in pediatric anesthesia and intensive care.
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Pham TT, Chen L, Heidari AE, Chen JJ, Zhukhovitskaya A, Li Y, Patel U, Chen Z, Wong BJ. Computational analysis of six optical coherence tomography systems for vocal fold imaging: A comparison study. Lasers Surg Med 2019; 51:412-422. [PMID: 30681167 PMCID: PMC6658351 DOI: 10.1002/lsm.23060] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/30/2018] [Indexed: 11/09/2022]
Abstract
OBJECTIVES There have been many advancements in laryngeal imaging using optical coherence tomography (OCT), with varying system design and probes for use in research, office, and operating room settings. We evaluated the performance of six distinct OCT systems in imaging porcine vocal folds (cords) using computational image processing and segmentation. METHODS Porcine vocal folds were scanned using six OCT systems. Imaging system and probe performance were quantitatively assessed for signal penetration, layer differentiation, and epithelium (EP) measurement. Fitted exponential decay curves with corresponding α constant and intensity thresholding segmentation were utilized to quantify the aforementioned parameters. RESULTS The smallest average α constant and deepest signal penetration was of the SS-OCT 1700 nm 90 kHz microscope system (α = -1.74), followed by the SS-OCT 1310 nm 200 kHz VCSEL microscope system (α = -1.99), and SS-OCT 1310 nm 50 kHz rigid forward viewing endoscope system (α = -2.23). The EP was not readily visualized for three out of six systems, but was detected using automated segmentation. Average EP thickness (mean ± SD) was calculated as 55.79 ± 31.86 μm which agrees favorably with previous literature. CONCLUSION Comparisons of OCT systems are challenging, as they encompass different probe design, optical path, and lasers, depending on application. Practical evaluation of different systems using computer based quantitative image processing and segmentation revealed basic, constructive information, such as EP measurements. To further validate the comparisons of system performance with clinical usability, in vivo human laryngeal imaging will be conducted. Further development of automated image processing and segmentation can be useful in rapid analysis of information. Lasers Surg. Med. 51:412-422, 2019. © 2019 Wiley Periodicals, Inc.
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Affiliation(s)
- Tiffany T. Pham
- Beckman Laser Institute & Medical Clinic, University of California—Irvine, Irvine, California 92612
- School of Medicine, University of California—Irvine, Irvine, California 92617
| | - Lily Chen
- Beckman Laser Institute & Medical Clinic, University of California—Irvine, Irvine, California 92612
| | - Andrew E. Heidari
- Beckman Laser Institute & Medical Clinic, University of California—Irvine, Irvine, California 92612
- Department of Biomedical Engineering, University of California—Irvine, Irvine, California 92697
| | - Jason J. Chen
- Beckman Laser Institute & Medical Clinic, University of California—Irvine, Irvine, California 92612
- Department of Biomedical Engineering, University of California—Irvine, Irvine, California 92697
| | - Alisa Zhukhovitskaya
- Beckman Laser Institute & Medical Clinic, University of California—Irvine, Irvine, California 92612
- Department of Otolaryngology—Head and Neck Surgery, University of California—Irvine, Orange, California 92868
| | - Yan Li
- Beckman Laser Institute & Medical Clinic, University of California—Irvine, Irvine, California 92612
- Department of Biomedical Engineering, University of California—Irvine, Irvine, California 92697
| | - Urja Patel
- Beckman Laser Institute & Medical Clinic, University of California—Irvine, Irvine, California 92612
| | - Zhongping Chen
- Beckman Laser Institute & Medical Clinic, University of California—Irvine, Irvine, California 92612
- Department of Biomedical Engineering, University of California—Irvine, Irvine, California 92697
| | - Brian J.F. Wong
- Beckman Laser Institute & Medical Clinic, University of California—Irvine, Irvine, California 92612
- School of Medicine, University of California—Irvine, Irvine, California 92617
- Department of Biomedical Engineering, University of California—Irvine, Irvine, California 92697
- Department of Otolaryngology—Head and Neck Surgery, University of California—Irvine, Orange, California 92868
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14
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Automatic proximal airway volume segmentation using optical coherence tomography for assessment of inhalation injury. J Trauma Acute Care Surg 2019; 87:S132-S137. [PMID: 31246917 DOI: 10.1097/ta.0000000000002277] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Acute respiratory distress syndrome (ARDS) is a severe form of acute lung injury with a mortality rate of up to 40%. Early management of ARDS has been difficult due to the lack of sensitive imaging tools and robust analysis software. We previously designed an optical coherence tomography (OCT) system to evaluate mucosa thickness (MT) after smoke inhalation, but the analysis relied on manual segmentation. The aim of this study is to assess in vivo proximal airway volume (PAV) after inhalation injury using automated OCT segmentation and correlate the PAV to lung function for rapid indication of ARDS. METHODS Anesthetized female Yorkshire pigs (n = 14) received smoke inhalation injury (SII) and 40% total body surface area thermal burns. Measurements of PaO2-to-FiO2 ratio (PFR), peak inspiratory pressure (PIP), dynamic compliance, airway resistance, and OCT bronchoscopy were performed at baseline, postinjury, 24 hours, 48 hours, 72 hours after injury. A tissue segmentation algorithm based on graph theory was used to reconstruct a three-dimensional (3D) model of lower respiratory tract and estimate PAV. Proximal airway volume was correlated with PFR, PIP, compliance, resistance, and MT measurement using a linear regression model. RESULTS Proximal airway volume decreased after the SII: the group mean of proximal airway volume at baseline, postinjury, 24 hours, 48 hours, 72 hours were 20.86 cm (±1.39 cm), 17.61 cm (±0.99 cm), 14.83 cm (±1.20 cm), 14.88 cm (±1.21 cm), and 13.11 cm (±1.59 cm), respectively. The decrease in the PAV was more prominent in the animals that developed ARDS after 24 hours after the injury. PAV was significantly correlated with PIP (r = 0.48, p < 0.001), compliance (r = 0.55, p < 0.001), resistance (r = 0.35, p < 0.01), MT (r = 0.60, p < 0.001), and PFR (r = 0.34, p < 0.01). CONCLUSION Optical coherence tomography is a useful tool to quantify changes in MT and PAV after SII and burns, which can be used as predictors of developing ARDS at an early stage. LEVEL OF EVIDENCE Prognostic, level III.
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15
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Dsouza R, Spillman DR, Barkalifa R, Monroy GL, Chaney EJ, White KC, Boppart SA. In vivo detection of endotracheal tube biofilms in intubated critical care patients using catheter-based optical coherence tomography. JOURNAL OF BIOPHOTONICS 2019; 12:e201800307. [PMID: 30604487 PMCID: PMC6470036 DOI: 10.1002/jbio.201800307] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 11/21/2018] [Accepted: 01/02/2019] [Indexed: 06/09/2023]
Abstract
The formation of biofilms in the endotracheal tubes (ETTs) of intubated patients on mechanical ventilation is associated with a greater risk of ventilator-associated pneumonia and death. New technologies are needed to detect and monitor ETTs in vivo for the presence of these biofilms. Longitudinal OCT imaging was performed in mechanically ventilated subjects at 24-hour intervals until extubation to detect the formation and temporal changes of in vivo ETT biofilms. OCT-derived attenuation coefficient images were used to differentiate between mucus and biofilm. Extubated ETTs were examined with optical and electron microscopy, and all imaging results were correlated with standard-of-care clinical test reports. OCT and attenuation coefficient images from four subjects were positive for ETT biofilms and were negative for two subjects. The processed and stained extubated ETTs and clinical reports confirmed the presence/absence of biofilms in all subjects. Our findings confirm that OCT can detect and differentiate between biofilm-positive and biofilm-negative groups (P < 10-5 ). OCT image-based features may serve as biomarkers for direct in vivo detection of ETT biofilms and help drive investigation of new management strategies to reduce the incidence of VAP.
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Affiliation(s)
- Roshan Dsouza
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, 405 N Mathews Ave, Urbana, Illinois 61801, USA
| | - Darold R. Spillman
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, 405 N Mathews Ave, Urbana, Illinois 61801, USA
| | - Ronit Barkalifa
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, 405 N Mathews Ave, Urbana, Illinois 61801, USA
| | - Guillermo L. Monroy
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, 405 N Mathews Ave, Urbana, Illinois 61801, USA
- Department of Bioengineering, University of Illinois at Urbana-Champaign, 1270 Digital Computer Laboratory, MC-278, Urbana, Illinois 61801, USA
| | - Eric J. Chaney
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, 405 N Mathews Ave, Urbana, Illinois 61801, USA
| | - Karen C. White
- Critical Care Medicine, Carle Foundation Hospital, 611 W. Park Street, Urbana, Illinois 61801, USA
| | - Stephen A. Boppart
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, 405 N Mathews Ave, Urbana, Illinois 61801, USA
- Department of Bioengineering, University of Illinois at Urbana-Champaign, 1270 Digital Computer Laboratory, MC-278, Urbana, Illinois 61801, USA
- Carle-Illinois College of Medicine, University of Illinois at Urbana-Champaign, 807 S. Wright St., Urbana, Illinois 61801, USA
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, 306 N. Wright St., Urbana, Illinois 61801, USA
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16
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Miao Y, Brenner M, Chen Z. Endoscopic Optical Coherence Tomography for Assessing Inhalation Airway Injury: A Technical Review. OTOLARYNGOLOGY (SUNNYVALE, CALIF.) 2019; 9:366. [PMID: 31497378 PMCID: PMC6731096 DOI: 10.4172/2161-119x.1000366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Diagnosis of inhalation injury has been clinically challenging. Currently, assessment of inhalation injury relies on subjective clinical exams and bronchoscopy, which provides little understanding of tissue conditions and results in limited prognostics. Endoscopic Optical coherence tomography (OCT) technology has been recently utilized in the airway for direct assessment of respiratory tract disorders and injuries. Endoscopic OCT is capable of capturing high-resolution images of tissue morphology 1-3 mm beneath the surface as well as the complex 3D anatomical shape. Previous studies indicate that changes in airway histopathology can be found in the OCT image almost immediately after inhalation of smoke and other toxic chemicals, which correlates well with histology and pulmonary function tests. This review summarizes the recent development of endoscopic OCT technology for airway imaging, current uses of OCT for inhalation injury, and possible future directions.
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Affiliation(s)
- Yusi Miao
- Beckman Laser Institute, University of California, Irvine, CA, USA
| | - Matthew Brenner
- Beckman Laser Institute, University of California, Irvine, CA, USA
| | - Zhongping Chen
- Beckman Laser Institute, University of California, Irvine, CA, USA
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17
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Price HB, Kimbell JS, Bu R, Oldenburg AL. Geometric Validation of Continuous, Finely Sampled 3-D Reconstructions From aOCT and CT in Upper Airway Models. IEEE TRANSACTIONS ON MEDICAL IMAGING 2019; 38:1005-1015. [PMID: 30334787 PMCID: PMC6476567 DOI: 10.1109/tmi.2018.2876625] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Identification and treatment of obstructive airway disorders (OADs) are greatly aided by imaging of the geometry of the airway lumen. Anatomical optical coherence tomography (aOCT) is a promising high-speed and minimally invasive endoscopic imaging modality for providing micrometer-resolution scans of the upper airway. Resistance to airflow in OADs is directly caused by the reduction in luminal cross-sectional area (CSA). It is hypothesized that aOCT can produce airway CSA measurements as accurate as that from computed tomography (CT). Scans of machine hollowed cylindrical tubes were used to develop methods for segmentation and measurement of airway lumen in CT and aOCT. Simulated scans of virtual cones were used to validate 3-D resampling and reconstruction methods in aOCT. Then, measurements of two segments of a 3-D printed pediatric airway phantom from aOCT and CT independently were compared to ground truth CSA. In continuous unobstructed regions, the mean CSA difference for each phantom segment was 2.2 ± 3.5 and 1.5 ± 5.3 mm2 for aOCT, and -3.4 ± 4.3 and -1.9 ± 1.2 mm2 for CT. Because of the similar magnitude of these differences, these results support the hypotheses and underscore the potential for aOCT as a viable alternative to CT in airway imaging, while offering greater potential to capture respiratory dynamics.
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Affiliation(s)
- Hillel B. Price
- Department of Physics and Astronomy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3255 USA ()
| | - Julia S. Kimbell
- Department of Otolaryngology/Head and Neck Surgery, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7070 USA; Department of Biomedical Engineering, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3216 USA ()
| | - Ruofei Bu
- Department of Biomedical Medical Engineering, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3216 USA ()
| | - Amy L. Oldenburg
- Department of Physics and Astronomy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3255 USA; Biomedical Research Imaging Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7513 USA; Department of Biomedical Medical Engineering, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3216 USA ()
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18
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Stagnaro N, Rizzo F, Torre M, Cittadini G, Magnano G. Multimodality imaging of pediatric airways disease: indication and technique. Radiol Med 2017; 122:419-429. [PMID: 28224400 DOI: 10.1007/s11547-017-0737-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Accepted: 01/31/2017] [Indexed: 01/09/2023]
Abstract
Congenital and acquired airway anomalies represent a relatively common albeit diagnostic and therapeutic challenge, even for the most skilled operators in dedicated centers. Airway malformations encompass a wide spectrum of pathologies involving the larynx, trachea and bronchi, esophagus, mediastinal vessels. These developmental lesions are often isolated but the association of two or more anomalies is not infrequent. From the traditional chest X-ray to the newest applications of Optical Coherence Tomography, non- or mini-invasive diagnostic techniques represent useful tools to integrate invasive procedures. Comprehensive knowledge of the characteristics of each diagnostic test is mandatory for its useful application. The aim of our paper is to analyze the clinical indications for Imaging the Airway disease in pediatric population, and describe the diagnostic techniques. Only by a close interaction between all the operators involved in diagnosis and treatment of pediatric airway, as it happens in Multidisciplinary Airway Team, the non- or mini-invasive imaging is effective.
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Affiliation(s)
- Nicola Stagnaro
- Radiology Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
| | - Francesca Rizzo
- Radiology Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Michele Torre
- Airway Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
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19
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Tang Q, Wang J, Frank A, Lin J, Li Z, Chen CW, Jin L, Wu T, Greenwald BD, Mashimo H, Chen Y. Depth-resolved imaging of colon tumor using optical coherence tomography and fluorescence laminar optical tomography. BIOMEDICAL OPTICS EXPRESS 2016; 7:5218-5232. [PMID: 28018738 PMCID: PMC5175565 DOI: 10.1364/boe.7.005218] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Revised: 11/16/2016] [Accepted: 11/16/2016] [Indexed: 05/02/2023]
Abstract
Early detection of neoplastic changes remains a critical challenge in clinical cancer diagnosis and treatment. Many cancers arise from epithelial layers such as those of the gastrointestinal (GI) tract. Current standard endoscopic technology is difficult to detect the subsurface lesions. In this research, we investigated the feasibility of a novel multi-modal optical imaging approach including high-resolution optical coherence tomography (OCT) and high-sensitivity fluorescence laminar optical tomography (FLOT) for structural and molecular imaging. The C57BL/6J-ApcMin/J mice were imaged using OCT and FLOT, and the correlated histopathological diagnosis was obtained. Quantitative structural (scattering coefficient) and molecular (relative enzyme activity) parameters were obtained from OCT and FLOT images for multi-parametric analysis. This multi-modal imaging method has demonstrated the feasibility for more accurate diagnosis with 88.23% (82.35%) for sensitivity (specificity) compared to either modality alone. This study suggested that combining OCT and FLOT is promising for subsurface cancer detection, diagnosis, and characterization.
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Affiliation(s)
- Qinggong Tang
- Fischell Department of Bioengineering, University of Maryland, College Park, MD 20742, USA
| | - Jianting Wang
- Fischell Department of Bioengineering, University of Maryland, College Park, MD 20742, USA
| | - Aaron Frank
- Fischell Department of Bioengineering, University of Maryland, College Park, MD 20742, USA
| | - Jonathan Lin
- Fischell Department of Bioengineering, University of Maryland, College Park, MD 20742, USA
| | - Zhifang Li
- Fischell Department of Bioengineering, University of Maryland, College Park, MD 20742, USA
- Key Laboratory of Optoelectronic Science and Technology for Medicine, Ministry of Education, College of Photonic and Electronic Engineering, Fujian Normal University, Fuzhou 350007, China
| | - Chao-wei Chen
- Fischell Department of Bioengineering, University of Maryland, College Park, MD 20742, USA
| | - Lily Jin
- Fischell Department of Bioengineering, University of Maryland, College Park, MD 20742, USA
| | - Tongtong Wu
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY 14642, USA
| | - Bruce D. Greenwald
- Division of Gastroenterology and Hepatology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Hiroshi Mashimo
- Department of Medicine, Veterans Affairs Boston Healthcare System, Harvard Medical School, West Roxbury, MA 02132, USA
| | - Yu Chen
- Fischell Department of Bioengineering, University of Maryland, College Park, MD 20742, USA
- Key Laboratory of Optoelectronic Science and Technology for Medicine, Ministry of Education, College of Photonic and Electronic Engineering, Fujian Normal University, Fuzhou 350007, China
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20
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Ajose-Popoola O, Su E, Hamamoto A, Wang A, Jing JC, Nguyen TD, Chen JJ, Osann KE, Chen Z, Ahuja GS, Wong BJF. Diagnosis of subglottic stenosis in a rabbit model using long-range optical coherence tomography. Laryngoscope 2016; 127:64-69. [PMID: 27559721 DOI: 10.1002/lary.26241] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Revised: 07/13/2016] [Accepted: 07/15/2016] [Indexed: 12/24/2022]
Abstract
OBJECTIVES/HYPOTHESIS Current imaging modalities lack the necessary resolution to diagnose subglottic stenosis. The aim of this study was to use optical coherence tomography (OCT) to evaluate nascent subglottic mucosal injury and characterize mucosal thickness and structural changes using texture analysis in a simulated intubation rabbit model. STUDY DESIGN Prospective animal study in rabbits. METHODS Three-centimeter-long sections of endotracheal tubes (ETT) were endoscopically placed in the subglottis and proximal trachea of New Zealand White rabbits (n = 10) and secured via suture. OCT imaging and conventional endoscopic video was performed just prior to ETT segment placement (day 0), immediately after tube removal (day 7), and 1 week later (day 14). OCT images were analyzed for airway wall thickness and textural properties. RESULTS Endoscopy and histology of intubated rabbits showed a range of normal to edematous tissue, which correlated with OCT images. The mean airway mucosal wall thickness measured using OCT was 336.4 μm (day 0), 391.3 μm (day 7), and 420.4 μm (day 14), with significant differences between day 0 and day 14 (P = .002). Significance was found for correlation and homogeneity texture features across all time points (P < .05). CONCLUSIONS OCT is a minimally invasive endoscopic imaging modality capable of monitoring progression of subglottic mucosal injury. This study is the first to evaluate mucosal injury during simulated intubation using serial OCT imaging and texture analysis. OCT and texture analysis have the potential for early detection of subglottic mucosal injury, which could lead to better management of the neonatal airway and limit the progression to stenosis. LEVEL OF EVIDENCE NA Laryngoscope, 127:64-69, 2017.
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Affiliation(s)
- Olubunmi Ajose-Popoola
- Department of Otolaryngology-Head and Neck Surgery, University of California-Irvine, Irvine, California, U.S.A
| | - Erica Su
- Beckman Laser Institute, University of California-Irvine, Irvine, California, U.S.A
| | - Ashley Hamamoto
- Beckman Laser Institute, University of California-Irvine, Irvine, California, U.S.A
| | - Alex Wang
- Beckman Laser Institute, University of California-Irvine, Irvine, California, U.S.A
| | - Joseph C Jing
- Beckman Laser Institute, University of California-Irvine, Irvine, California, U.S.A.,Department of Biomedical Engineering, University of California-Irvine, Irvine, California, U.S.A
| | - Tony D Nguyen
- Beckman Laser Institute, University of California-Irvine, Irvine, California, U.S.A.,School of Medicine, University of California-Irvine, Irvine, California, U.S.A
| | - Jason J Chen
- Beckman Laser Institute, University of California-Irvine, Irvine, California, U.S.A
| | - Kathryn E Osann
- School of Medicine, University of California-Irvine, Irvine, California, U.S.A
| | - Zhongping Chen
- Beckman Laser Institute, University of California-Irvine, Irvine, California, U.S.A.,Department of Biomedical Engineering, University of California-Irvine, Irvine, California, U.S.A
| | - Gurpreet S Ahuja
- Department of Otolaryngology-Head and Neck Surgery, University of California-Irvine, Irvine, California, U.S.A.,CHOC Children's Hospital of Orange County, Orange, California, U.S.A
| | - Brian J F Wong
- Department of Otolaryngology-Head and Neck Surgery, University of California-Irvine, Irvine, California, U.S.A.,Beckman Laser Institute, University of California-Irvine, Irvine, California, U.S.A.,Department of Biomedical Engineering, University of California-Irvine, Irvine, California, U.S.A
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21
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Sharma GK, Chin Loy A, Su E, Jing J, Chen Z, Wong BJF, Verma S. Quantitative Evaluation of Adult Subglottic Stenosis Using Intraoperative Long-range Optical Coherence Tomography. Ann Otol Rhinol Laryngol 2016; 125:815-22. [PMID: 27354215 DOI: 10.1177/0003489416655353] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVES To determine the feasibility of long-range optical coherence tomography (LR-OCT) as a tool to intraoperatively image and measure the subglottis and trachea during suspension microlaryngoscopy before and after endoscopic treatment of subglottic stenosis (SGS). METHODS Long-range optical coherence tomography of the adult subglottis and trachea was performed during suspension microlaryngoscopy before and after endoscopic treatment for SGS. The anteroposterior and transverse diameters, cross-sectional area (CSA), distance from the vocal cords, and length of the SGS were measured using a MATLAB software. Pre-intervention and postintervention airway dimensions were compared. Three-dimensional volumetric airway reconstructions were generated using medical image processing software (MIMICS). RESULTS Intraoperative LR-OCT imaging was performed in 3 patients undergoing endoscopic management of SGS. Statistically significant differences in mean anteroposterior diameter (P < .01), transverse diameter (P < .001), and CSA (P < .001) were noted between pre-intervention and postintervention data. Three-dimensional airway models were viewed in cross-sectional format and via virtual "fly through" bronchoscopy. CONCLUSIONS This is the first report of intraoperative LR-OCT of the subglottic and tracheal airway before and after surgical management of SGS in humans. Long-range optical coherence tomography offers a practical means to measure the dimensions of SGS and acquire objective data on the response to endoscopic treatment of SGS.
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Affiliation(s)
- Giriraj K Sharma
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, California, USA
| | - Anthony Chin Loy
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, California, USA
| | - Erica Su
- Beckman Laser Institute, University of California, Irvine, California, USA
| | - Joe Jing
- Beckman Laser Institute, University of California, Irvine, California, USA Department of Biomedical Engineering, University of California, Irvine, California, USA
| | - Zhongping Chen
- Beckman Laser Institute, University of California, Irvine, California, USA Department of Biomedical Engineering, University of California, Irvine, California, USA
| | - Brian J-F Wong
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, California, USA
| | - Sunil Verma
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, California, USA University Voice and Swallowing Center, University of California, Irvine, California, USA
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22
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Benboujja F, Garcia JA, Beaudette K, Strupler M, Hartnick CJ, Boudoux C. Intraoperative imaging of pediatric vocal fold lesions using optical coherence tomography. JOURNAL OF BIOMEDICAL OPTICS 2016; 21:16007. [PMID: 26780225 DOI: 10.1117/1.jbo.21.1.016007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Accepted: 12/15/2015] [Indexed: 05/11/2023]
Affiliation(s)
- Fouzi Benboujja
- Polytechnique Montréal, Department of Engineering Physics, P.O. Box 6079 Station Centre-Ville, Montréal, Quebec H3C 3A7, Canada
| | - Jordan A Garcia
- Harvard Medical School, Massachusetts Eye and Ear Infirmary, Department of Otolaryngology, 243 Charles Street, Boston, Massachusetts 02114, United States
| | - Kathy Beaudette
- Polytechnique Montréal, Department of Engineering Physics, P.O. Box 6079 Station Centre-Ville, Montréal, Quebec H3C 3A7, Canada
| | - Mathias Strupler
- Polytechnique Montréal, Department of Engineering Physics, P.O. Box 6079 Station Centre-Ville, Montréal, Quebec H3C 3A7, Canada
| | - Christopher J Hartnick
- Harvard Medical School, Massachusetts Eye and Ear Infirmary, Department of Otolaryngology, 243 Charles Street, Boston, Massachusetts 02114, United States
| | - Caroline Boudoux
- Polytechnique Montréal, Department of Engineering Physics, P.O. Box 6079 Station Centre-Ville, Montréal, Quebec H3C 3A7, CanadabHarvard Medical School, Massachusetts Eye and Ear Infirmary, Department of Otolaryngology, 243 Charles Street, Boston, Massachu
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23
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Wood RE. To Trach, or Not to Trach: That Is the Question. Am J Respir Crit Care Med 2015; 192:1414-5. [DOI: 10.1164/rccm.201508-1629ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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24
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Garcia JA, Benboujja F, Beaudette K, Guo R, Boudoux C, Hartnick CJ. Using attenuation coefficients from optical coherence tomography as markers of vocal fold maturation. Laryngoscope 2015; 126:E218-23. [PMID: 26525926 DOI: 10.1002/lary.25765] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/02/2015] [Indexed: 11/08/2022]
Abstract
OBJECTIVES/HYPOTHESIS Optical coherence tomography (OCT) is a promising technology to noninvasively assess vocal fold microanatomy. The goal of this study was to develop a methodology using OCT to identify quantifiable markers of vocal fold development. STUDY DESIGN In vivo study. METHODS A two-step process was developed to reproducibly image the midmembranous vocal fold edge of 10 patients younger than 2 years and 10 patients between 11 and 16 years of age using OCT. An image analysis algorithm was implemented to extract OCT-derived A-lines for each patient. These A-lines were divided into three zones according to apparent changes in slope. Relative attenuation coefficients, or tissue- and system-dependent parameters that describe the rate at which optical signal decays, were calculated for each zone. RESULTS Young patients had distinct relative attenuation coefficients in zone 1 (P < .0001), whereas zones 2 and 3 were indistinct (P = .1129). Older patients had distinct relative attenuation coefficients in zones 1, 2, and 3 (P < .0370). Between age groups, relative attenuation coefficients were different in zones 2 and 3 (P < .0001, P = .0315, respectively) and indistinct in zone 1 (P = .1438). CONCLUSIONS Relative attenuation coefficients can be used as markers of vocal fold development. Differences in relative attenuation coefficients likely represent changes in extracellular matrix structure within the lamina propria and may become useful for guiding treatment of voice disorders in the pediatric population. LEVEL OF EVIDENCE NA Laryngoscope, 126:E218-E223, 2016.
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Affiliation(s)
- Jordan A Garcia
- Department of Otolaryngology , Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, Massachusetts, U.S.A
| | - Fouzi Benboujja
- Engineering Physics Department, Polytechnique Montreal, Montreal, Quebec, Canada
| | - Kathy Beaudette
- Engineering Physics Department, Polytechnique Montreal, Montreal, Quebec, Canada
| | - Rong Guo
- Department of Otolaryngology, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, U.S.A
| | - Caroline Boudoux
- Engineering Physics Department, Polytechnique Montreal, Montreal, Quebec, Canada
| | - Christopher J Hartnick
- Department of Otolaryngology, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, U.S.A
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25
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Kang D, Wang A, Volgger V, Chen Z, Wong BJF. Spatiotemporal correlation of optical coherence tomography in-vivo images of rabbit airway for the diagnosis of edema. JOURNAL OF BIOMEDICAL OPTICS 2015; 20:076015. [PMID: 26222962 PMCID: PMC4518273 DOI: 10.1117/1.jbo.20.7.076015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Accepted: 06/30/2015] [Indexed: 03/28/2024]
Abstract
Detection of an early stage of subglottic edema is vital for airway management and prevention of stenosis, a life-threatening condition in critically ill neonates. As an observer for the task of diagnosing edema in vivo, we investigated spatiotemporal correlation (STC) of full-range optical coherence tomography (OCT) images acquired in the rabbit airway with experimentally simulated edema. Operating the STC observer on OCT images generates STC coefficients as test statistics for the statistical decision task. Resulting from this, the receiver operating characteristic (ROC) curves for the diagnosis of airway edema with full-range OCT in-vivo images were extracted and areas under ROC curves were calculated. These statistically quantified results demonstrated the potential clinical feasibility of the STC method as a means to identify early airway edema.
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Affiliation(s)
- DongYel Kang
- Hanbat National University, College of Engineering, School of Basic Sciences, 125 DogSeoDaeRo, YuSeong-Gu, Daejeon 305-719, Republic of Korea
| | - Alex Wang
- University of California Irvine, Beckman Laser Institute and Medical Clinic, Irvine, California 92617, United States
| | - Veronika Volgger
- Ludwig-Maximilians-University Munich, Department of Otolaryngology-Head and Neck Surgery, Marchioninistr. 15, Munich 81377, Germany
| | - Zhongping Chen
- University of California Irvine, Beckman Laser Institute and Medical Clinic, Irvine, California 92617, United States
- University of California Irvine, Department of Biomedical Engineering, Irvine, California 92617, United States
- University of California Irvine, Department of Otolaryngology-Head and Neck Surgery, Irvine, California 92617, United States
| | - Brian J. F. Wong
- University of California Irvine, Beckman Laser Institute and Medical Clinic, Irvine, California 92617, United States
- University of California Irvine, Department of Biomedical Engineering, Irvine, California 92617, United States
- University of California Irvine, Department of Otolaryngology-Head and Neck Surgery, Irvine, California 92617, United States
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