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Fan Y, Banalagay RA, Cass ND, Noble JH, Tawfik KO, Labadie RF, Dawant BM. Automatic Segmentation of Intracochlear Anatomy in MR Images Using a Weighted Active Shape Model. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2021; 2021:3573-3576. [PMID: 34892011 PMCID: PMC8964074 DOI: 10.1109/embc46164.2021.9630332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
There is evidence that cochlear MR signal intensity may be useful in prognosticating the risk of hearing loss after middle cranial fossa (MCF) resection of acoustic neuroma (AN), but the manual segmentation of this structure is difficult and prone to error. This hampers both large-scale retrospective studies and routine clinical use of this information. To address this issue, we present a fully automatic method that permits the segmentation of the intra-cochlear anatomy in MR images, which uses a weighted active shape model we have developed and validated to segment the intra-cochlear anatomy in CT images. We take advantage of a dataset for which both CT and MR images are available to validate our method on 132 ears in 66 high-resolution T2-weighted MR images. Using the CT segmentation as ground truth, we achieve a mean Dice (DSC) value of 0.81 and 0.79 for the scala tympani (ST) and the scala vestibuli (SV), which are the two main intracochlear structures.Clinical Relevance- The proposed method is accurate and fully automated for MR image segmentation. It can be used to support large retrospective studies that explore relations between MR signal in preoperative images and outcomes. It can also facilitate the routine and clinical use of this information.
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Imaging of inner ear malformations: a primer for radiologists. Radiol Med 2021; 126:1282-1295. [PMID: 34196909 PMCID: PMC8520521 DOI: 10.1007/s11547-021-01387-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Accepted: 06/15/2021] [Indexed: 01/19/2023]
Abstract
In the multidisciplinary management of patients with inner ear malformations (IEMs), the correct diagnosis makes the differences in terms of clinical and surgical treatment. The complex anatomical landscape of the inner ear, comprising several small structures, makes imaging of this region particularly challenging for general radiologists. Imaging techniques are important for identifying the presence and defining the type of IEM and the cochlear nerve condition. High-resolution magnetic resonance imaging (MRI) sequences and high-resolution computed tomography (HRCT) are the mainstay imaging techniques in this area. Dedicated MRI and HRCT protocols play an important role in the diagnosis and treatment of patients with inner ear disease. The most suitable technique should be selected depending on the clinical setting. However, in cases of congenital malformation of the inner ear, these techniques should be considered complementary. Since prompt intervention has a positive impact on the treatment outcomes, early diagnosis of IEMs is very important in the management of deaf patients. This article reviews the key concepts of IEMs for clinical radiologists by focusing on recent literature updates, discusses the principal imaging findings and clinical implications for every IEM subgroup, thus providing a practical diagnostic approach.
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Bhagat AC, Kumar J, Garg A, Prakash A, Meher R, Arya S. Imaging in congenital inner ear malformations-An algorithmic approach. Indian J Radiol Imaging 2020; 30:139-148. [PMID: 33100680 PMCID: PMC7546298 DOI: 10.4103/ijri.ijri_58_19] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Revised: 10/08/2019] [Accepted: 11/30/2019] [Indexed: 12/13/2022] Open
Abstract
Malformations of the inner ear are an important cause of congenital deaf-mutism. Arrest in embryologic development of inner ear during various stages gives rise to the variety of malformations encountered. Current treatment options include hearing aids, cochlear implants, and auditory brainstem implants (ABI). With the advent of cochlear implant surgery and ABI, decent functional outcomes can be obtained provided such cases are diagnosed correctly and timely. To that end, high-resolution computed tomography (HRCT) has a fundamental role in the assessment of these conditions, ably supplemented by magnetic resonance imaging (MRI). The purpose of this pictorial essay is to illustrate the imaging features of inner ear anomalies in children with congenital deaf-mutism as per the latest terminology and classification and provide an algorithmic approach for their diagnosis.
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Affiliation(s)
- Abhinav C Bhagat
- Department of Radiodiagnosis, Maulana Azad Medical College and Lok Nayak Hospital, New Delhi, India
| | - Jyoti Kumar
- Department of Radiodiagnosis, Maulana Azad Medical College and Lok Nayak Hospital, New Delhi, India
| | - Anju Garg
- Department of Radiodiagnosis, Maulana Azad Medical College and Lok Nayak Hospital, New Delhi, India
| | - Anjali Prakash
- Department of Radiodiagnosis, Maulana Azad Medical College and Lok Nayak Hospital, New Delhi, India
| | - Ravi Meher
- Department of ENT, Maulana Azad Medical College and Lok Nayak Hospital, New Delhi, India
| | - Shivali Arya
- Department of Radiodiagnosis, Maulana Azad Medical College and Lok Nayak Hospital, New Delhi, India
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Widmann G, Dejaco D, Luger A, Schmutzhard J. Pre- and post-operative imaging of cochlear implants: a pictorial review. Insights Imaging 2020; 11:93. [PMID: 32803542 PMCID: PMC7429612 DOI: 10.1186/s13244-020-00902-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 07/21/2020] [Indexed: 11/24/2022] Open
Abstract
Cochlear implants are increasingly used to treat sensorineural hearing disorders in both children and adults. Pre-operative computed tomography and magnetic resonance imaging play a pivotal role in patient selection, to rule out findings that preclude surgery or identify conditions which may have an impact on the surgical procedure. The post-operative position of the electrode array within the cochlea can be reliably identified using cone-beam computed tomography. Recognition of scalar dislocation, cochlear dislocation, electrode fold, and malposition of the electrode array may have important consequences for the patient such as revision surgery or adapted fitting.
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Affiliation(s)
- Gerlig Widmann
- Department of Radiology, Medical University of Innsbruck, Anichstr. 35, A-6020, Innsbruck, Austria.
| | - Daniel Dejaco
- Department of Otorhinolaryngology-Head and Neck Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Anna Luger
- Department of Radiology, Medical University of Innsbruck, Anichstr. 35, A-6020, Innsbruck, Austria
| | - Joachim Schmutzhard
- Department of Otorhinolaryngology-Head and Neck Surgery, Medical University of Innsbruck, Innsbruck, Austria
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Alzhrani F, Babkour A, Almuhawas F, Sanosi A. Value of Routine Magnetic Resonance Imaging for the Preoperative Assessment of Cochlear Implant Candidates. Cureus 2019; 11:e6279. [PMID: 31911872 PMCID: PMC6939976 DOI: 10.7759/cureus.6279] [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] [Indexed: 11/26/2022] Open
Abstract
Background The selection of an appropriate imaging technique for assessment before cochlear implantation is critical for precise diagnosis and management. While magnetic resonance imaging (MRI) is used for the diagnosis of several conditions, such as labyrinthitis ossificans, cochlear nerve deficiency, and neoplasms, high-resolution computed tomography (HRCT) provides excellent details of the temporal bone. However, it remains unclear whether routine MRI provides any additional benefits over HRCT. Objectives To assess the added value of MRI as a screening tool for temporal bone abnormalities in cochlear implant candidates through comparisons of its findings with those of HRCT. Materials and method It is a retrospective analysis of preoperative HRCT and MR images in a tertiary referral center. A total of 308 patients who underwent MRI and HRCT examinations before cochlear implantation between 2013 and 2015 were included. Preoperative HRCT and MR images were screened for temporal bone abnormalities by a senior neurotologist and a neuroradiologist. Results HRCT detected inner ear deformities in 51 of the 308 (16.6%) subjects, whereas MRI revealed abnormalities in only 18 (5.8%) of subjects. HRCT detected the same inner abnormalities in 16 of the 18 (88.9%) subjects diagnosed by MRI, whereas it showed normal results for the remaining two subjects. MRI detected cochlear nerve aplasia/hypoplasia in 13 subjects, 11 of whom had associated inner ear deformities that were detected by HRCT. The MR images of nine subjects showed cochlear fibrosis, which was confirmed by HRCT in all nine subjects. Conclusion In this study, MRI did not exhibit significant additional benefits over HRCT, and its routine use for the preoperative assessment of CI candidates was not justified. However, MRI is warranted for subjects at an increased risk of cochlear nerve aplasia due to an inner ear deformity or a narrow internal auditory canal. The establishment of criteria that facilitate the performance of MRI only when absolutely needed will reduce healthcare costs, prevent unnecessary exposure to the risks associated with general anesthesia, and shorten delays before cochlear implantation.
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Affiliation(s)
- Farid Alzhrani
- Otolaryngology and Neurotology, King Abdullah Ear Specialist Center, King Saud University, Riyadh, SAU
| | - Alaa Babkour
- Otolaryngology, Al Noor Specialist Hospital, Makkah, SAU
| | - Fida Almuhawas
- Otolaryngology, King Abdullah Ear Specialist Center, King Saud University, Riyadh, SAU
| | - Abdulrahman Sanosi
- Otolaryngology, Neurotology and Skull Base Surgery, King Saud University, Riyadh, SAU
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Buch K, Baylosis B, Fujita A, Qureshi MM, Takumi K, Weber PC, Sakai O. Etiology-Specific Mineralization Patterns in Patients with Labyrinthitis Ossificans. AJNR Am J Neuroradiol 2019; 40:551-557. [PMID: 30792250 DOI: 10.3174/ajnr.a5985] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Accepted: 01/05/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND AND PURPOSE Our aim was to identify whether specific patterns of ossification in labyrinthitis ossificans are associated with the known risk factors. Labyrinthitis ossificans has been described as sequela of prior temporal bone trauma, prior infection, and other disorders including sickle cell disease. Specific patterns of mineralization in the membranous labyrinth associated with these risk factors has not been previously described. MATERIALS AND METHODS This was a retrospective study evaluating temporal bone CT scans at our institution from November 2005 to May 2018 in patients with labyrinthitis ossificans. Membranous labyrinthine structures evaluated for ossification included the following: basal, middle, and apical cochlear turns; lateral, posterior, and superior semicircular canals; and the vestibule for both ears in all patients. These structures were assigned a severity score, 0-4, based on degree of mineralization. Clinical records were reviewed for potential labyrinthitis ossificans risk factors. Basic descriptive statistics and a mixed model were used to correlate the degree and patterns of ossification with clinical history. RESULTS Forty-four patients (58 ears) with labyrinthitis ossificans were identified and evaluated. The most common risk factors were chronic otomastoiditis (n = 18), temporal bone surgery (n = 9), temporal bone trauma (n = 6), sickle cell disease (n = 5), and meningitis (n = 4). For all etiologies, the semicircular canals were most severely affected, and the vestibule was the least. In patients with prior temporal bone surgery, significantly greater mineralization was seen in the basal turn of the cochlea (P = .027), the vestibule (P = .001), and semicircular canals (P < .001-.008). No significant pattern was identified in patients with meningitis, sickle cell disease, or trauma. CONCLUSIONS Significant patterns of mineralization in labyrinthitis ossificans were observed in patients with prior temporal bone surgery. For all etiologies, the semicircular canals were most severely affected. No significant mineralization pattern was observed in patients with chronic otomastoiditis, meningitis, sickle cell disease, or prior temporal bone trauma.
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Affiliation(s)
- K Buch
- From the Departments of Radiology (K.B., B.B., A.F., M.M.Q., K.T., O.S.)
| | - B Baylosis
- From the Departments of Radiology (K.B., B.B., A.F., M.M.Q., K.T., O.S.)
| | - A Fujita
- From the Departments of Radiology (K.B., B.B., A.F., M.M.Q., K.T., O.S.)
- Department of Radiology (A.F.), Jichi Medical University, Shimotsuke, Tochigi, Japan
| | - M M Qureshi
- From the Departments of Radiology (K.B., B.B., A.F., M.M.Q., K.T., O.S.)
- Radiation Oncology (M.M.Q., P.C.W., O.S.)
| | - K Takumi
- From the Departments of Radiology (K.B., B.B., A.F., M.M.Q., K.T., O.S.)
| | - P C Weber
- Radiation Oncology (M.M.Q., P.C.W., O.S.)
| | - O Sakai
- From the Departments of Radiology (K.B., B.B., A.F., M.M.Q., K.T., O.S.)
- Radiation Oncology (M.M.Q., P.C.W., O.S.)
- Otolaryngology-Head and Neck Surgery (O.S.), Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts
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Connor SEJ, Dudau C, Pai I, Gaganasiou M. Is CT or MRI the optimal imaging investigation for the diagnosis of large vestibular aqueduct syndrome and large endolymphatic sac anomaly? Eur Arch Otorhinolaryngol 2019; 276:693-702. [PMID: 30635710 PMCID: PMC6411674 DOI: 10.1007/s00405-019-05279-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Accepted: 01/02/2019] [Indexed: 12/27/2022]
Abstract
BACKGROUND AND PURPOSE We explored whether there was a difference between measurements obtained with CT and MRI for the diagnosis of large vestibular aqueduct syndrome or large endolymphatic sac anomaly, and whether this influenced diagnosis on the basis of previously published threshold values (Valvassori and Cincinnati). We also investigated whether isolated dilated extra-osseous endolymphatic sac occurred on MRI. Secondary objectives were to compare inter-observer reproducibility for the measurements, and to investigate any mismatch between the diagnoses using the different criteria. MATERIALS/METHODS Subjects diagnosed with large vestibular aqueduct syndrome or large endolymphatic sac anomalies were retrospectively analysed. For subjects with both CT and MRI available (n = 58), two independent observers measured the midpoint and operculum widths. For subjects with MRI (± CT) available (n = 84), extra-osseous sac widths were also measured. Results There was no significant difference between the width measurements obtained with CT versus MRI. CT alone diagnosed large vestibular aqueduct syndrome or large endolymphatic sac anomalies in 2/58 (Valvassori) and 4/58 (Cincinnati), whilst MRI alone diagnosed them in 2/58 (Valvassori). There was 93% CT/MRI diagnostic agreement using both criteria. Only 1/84 demonstrated isolated extra-osseous endolymphatic sac dilatation. The MRI-based LVAS/LESA diagnosis was less dependent on which criteria were used. Midpoint measurements are more reproducible between observers and between CT/MR imaging modalities. CONCLUSION Supplementing MRI with CT results in additional diagnoses using either criterion, however, there is no net increased diagnostic sensitivity for CT versus MRI when applying the Valvassori criteria. Isolated enlargement of the extra-osseous endolymphatic sac is rare.
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Affiliation(s)
- S E J Connor
- School of Biomedical Engineering and Imaging Sciences Clinical Academic Group, King's College, London, UK.
- Department of Radiology, Guy's and St. Thomas' Hospital, London, UK.
- Department of Neuroradiology, Ruskin Wing, Kings College Hospital, Denmark Hill, London, SE5 9RS, UK.
| | - C Dudau
- Department of Radiology, Guy's and St. Thomas' Hospital, London, UK
- Department of Neuroradiology, Ruskin Wing, Kings College Hospital, Denmark Hill, London, SE5 9RS, UK
| | - I Pai
- Department of Ear, Nose and Throat Surgery, Guy's and St Thomas' Hospital, London, UK
| | - M Gaganasiou
- 251 General and VA Air Force Hospital, Athens, Greece
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Appropriate Imaging Modality for the Etiologic Diagnosis of Congenital Single-Sided Deafness in Children. J Clin Med 2018; 7:jcm7120515. [PMID: 30518098 PMCID: PMC6306910 DOI: 10.3390/jcm7120515] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 11/16/2018] [Accepted: 11/29/2018] [Indexed: 12/13/2022] Open
Abstract
We aimed to compare the diagnostic yield between temporal bone computed tomography (TBCT) and internal auditory canal MRI (IAC MRI) for the etiologic diagnosis of children with congenital single-sided deafness (SSD) and the evaluation of cochlear implant (CI) candidacy. In the original cohort, 24 subjects with congenital SSD were enrolled and underwent both TBCT and IAC MRI. We recruited an additional 22 consecutive infants with congenital SSD (the supplementary cohort) and evaluated in particular the cochlear nerve (CN) integrity using IAC MRI. Cochlear nerve deficiency (CND) was classified as ‘absent’, ‘small’, and ‘indeterminate’ via mutual comparison between optical and parameters based on the MRI results. The most common etiologies were CND in the original cohort (19 out of 24). Notably, accurate evaluations of CN status (‘small CN’ = 2, ‘indeterminate CN’ = 2), inner ear malformations, and brain abnormalities were possible only with MRI. The ‘indeterminate CN’ tended to be more frequently detected in SSD ears than in unaffected ears. MRI appeared to be more accurate than TBCT in a meticulous differentiation of CN, which is crucial for the selection of appropriate CI candidacy among congenital SSD children. Additionally, we introduced the novel concept of ‘indeterminate CN’, of which the causal relationship with SSD awaits confirmation.
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Liu YW, Sun K, Tang JG. Isolated Unilateral Horizontal Semicircular Canal Malformation. Chin Med J (Engl) 2018. [PMID: 29521301 PMCID: PMC5865324 DOI: 10.4103/0366-6999.226895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Yi-Wei Liu
- Department of Otolaryngology-Head and Neck Surgery, Sir Run Run Shaw Hospital, Medical College of Zhejiang University, Hangzhou, Zhejiang 310016, China
| | - Ke Sun
- Department of Otolaryngology-Head and Neck Surgery, Sir Run Run Shaw Hospital, Medical College of Zhejiang University, Hangzhou, Zhejiang 310016, China
| | - Jian-Guo Tang
- Department of Otolaryngology-Head and Neck Surgery, Sir Run Run Shaw Hospital, Medical College of Zhejiang University, Hangzhou, Zhejiang 310016, China
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