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For: Heutink F, Koch V, Verbist B, van der Woude WJ, Mylanus E, Huinck W, Sechopoulos I, Caballo M. Multi-Scale deep learning framework for cochlea localization, segmentation and analysis on clinical ultra-high-resolution CT images. Comput Methods Programs Biomed 2020;191:105387. [PMID: 32109685 DOI: 10.1016/j.cmpb.2020.105387] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 02/07/2020] [Accepted: 02/11/2020] [Indexed: 06/10/2023]
Number Cited by Other Article(s)
1
Neves CA, Chemaly TE, Fu F, Blevins NH. Deep Learning Method for Rapid Simultaneous Multistructure Temporal Bone Segmentation. Otolaryngol Head Neck Surg 2024;170:1570-1580. [PMID: 38769857 DOI: 10.1002/ohn.764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 02/25/2024] [Accepted: 03/19/2024] [Indexed: 05/22/2024]
2
Boubaker F, Puel U, Eliezer M, Hossu G, Assabah B, Haioun K, Blum A, Gondim-Teixeira PA, Parietti-Winkler C, Gillet R. Radiation dose reduction and image quality improvement with ultra-high resolution temporal bone CT using deep learning-based reconstruction: An anatomical study. Diagn Interv Imaging 2024:S2211-5684(24)00119-0. [PMID: 38744577 DOI: 10.1016/j.diii.2024.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 04/30/2024] [Accepted: 05/02/2024] [Indexed: 05/16/2024]
3
Quatre R, Schmerber S, Attyé A. Improving rehabilitation of deaf patients by advanced imaging before cochlear implantation. J Neuroradiol 2024;51:145-154. [PMID: 37806523 DOI: 10.1016/j.neurad.2023.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 10/05/2023] [Accepted: 10/05/2023] [Indexed: 10/10/2023]
4
Lee JW, Andersen SAW, Hittle B, Powell KA, Al-Fartoussi H, Banks L, Brannen Z, Lahchich M, Wiet GJ. Variability in Manual Segmentation of Temporal Bone Structures in Cone Beam CT Images. Otol Neurotol 2024;45:e137-e141. [PMID: 38361290 DOI: 10.1097/mao.0000000000004119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
5
Stritzel J, Ebrahimzadeh AH, Büchner A, Lanfermann H, Marschollek M, Wolff D. Landmark-based registration of a cochlear model to a human cochlea using conventional CT scans. Sci Rep 2024;14:1115. [PMID: 38212412 PMCID: PMC10784596 DOI: 10.1038/s41598-023-50632-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 12/22/2023] [Indexed: 01/13/2024]  Open
6
Boubaker F, Teixeira PAG, Hossu G, Douis N, Gillet P, Blum A, Gillet R. In vivo depiction of cortical bone vascularization with ultra-high resolution-CT and deep learning algorithm reconstruction using osteoid osteoma as a model. Diagn Interv Imaging 2024;105:26-32. [PMID: 37482455 DOI: 10.1016/j.diii.2023.07.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 06/24/2023] [Accepted: 07/12/2023] [Indexed: 07/25/2023]
7
Musleh A. Machine learning framework for simulation of artifacts in paranasal sinuses diagnosis using CT images. JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY 2024;32:839-855. [PMID: 38393882 DOI: 10.3233/xst-230284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/25/2024]
8
Tang R, Li J, Zhao P, Zhang Z, Yin H, Ding H, Xu N, Yang Z, Wang Z. Utility of machine learning for identifying stapes fixation on ultra-high-resolution CT. Jpn J Radiol 2024;42:69-77. [PMID: 37561264 DOI: 10.1007/s11604-023-01475-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 07/18/2023] [Indexed: 08/11/2023]
9
Stebani J, Blaimer M, Zabler S, Neun T, Pelt DM, Rak K. Towards fully automated inner ear analysis with deep-learning-based joint segmentation and landmark detection framework. Sci Rep 2023;13:19057. [PMID: 37925540 PMCID: PMC10625555 DOI: 10.1038/s41598-023-45466-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 10/19/2023] [Indexed: 11/06/2023]  Open
10
Al-Dhamari I, Helal R, Abdelaziz T, Waldeck S, Paulus D. Automatic cochlear multimodal 3D image segmentation and analysis using atlas-model-based method. Cochlear Implants Int 2023:1-13. [PMID: 37922404 DOI: 10.1080/14670100.2023.2274199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2023]
11
Petsiou DP, Martinos A, Spinos D. Applications of Artificial Intelligence in Temporal Bone Imaging: Advances and Future Challenges. Cureus 2023;15:e44591. [PMID: 37795060 PMCID: PMC10545916 DOI: 10.7759/cureus.44591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/02/2023] [Indexed: 10/06/2023]  Open
12
Curtis DP, Baumann AN, Jeyakumar A. Variation in cochlear size: A systematic review. Int J Pediatr Otorhinolaryngol 2023;171:111659. [PMID: 37459768 DOI: 10.1016/j.ijporl.2023.111659] [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: 03/15/2023] [Revised: 06/22/2023] [Accepted: 07/09/2023] [Indexed: 07/26/2023]
13
Li X, Zhu Z, Yin H, Zhao P, Lv H, Tang R, Qin Y, Zhuo L, Wang Z. Labyrinth morphological modeling and its application on unreferenced segmentation assessment. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2023.104891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
14
Wong KKL, Xu W, Ayoub M, Fu YL, Xu H, Shi R, Zhang M, Su F, Huang Z, Chen W. Brain image segmentation of the corpus callosum by combining Bi-Directional Convolutional LSTM and U-Net using multi-slice CT and MRI. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;238:107602. [PMID: 37244234 DOI: 10.1016/j.cmpb.2023.107602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 05/12/2023] [Accepted: 05/14/2023] [Indexed: 05/29/2023]
15
Müller-Graff FT, Voelker J, Kurz A, Hagen R, Neun T, Rak K. Accuracy of radiological prediction of electrode position with otological planning software and implications of high-resolution imaging. Cochlear Implants Int 2023;24:144-154. [PMID: 36617441 DOI: 10.1080/14670100.2022.2159128] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
16
Li Z, Zhou L, Tan S, Tang A. Application of UNETR for automatic cochlear segmentation in temporal bone CTs. Auris Nasus Larynx 2023;50:212-217. [PMID: 35970625 DOI: 10.1016/j.anl.2022.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 06/02/2022] [Accepted: 06/30/2022] [Indexed: 11/29/2022]
17
Wu W, Xia W, Jun Z, Saghatchi S, Lavasani SN, Mohagheghi S, Ahmadian A, Gao X. Coordinate-based fast lightweight path search algorithm for electromagnetic navigation bronchoscopy. Med Biol Eng Comput 2023;61:699-708. [PMID: 36585561 DOI: 10.1007/s11517-022-02740-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 12/07/2022] [Indexed: 01/01/2023]
18
Dieterich M, Hergenroeder T, Boegle R, Gerb J, Kierig E, Stöcklein S, Kirsch V. Endolymphatic space is age-dependent. J Neurol 2023;270:71-81. [PMID: 36197569 PMCID: PMC9813103 DOI: 10.1007/s00415-022-11400-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 09/20/2022] [Accepted: 09/23/2022] [Indexed: 01/09/2023]
19
A Web-Based Automated Image Processing Research Platform for Cochlear Implantation-Related Studies. J Clin Med 2022;11:jcm11226640. [PMID: 36431117 PMCID: PMC9699139 DOI: 10.3390/jcm11226640] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 10/27/2022] [Accepted: 10/28/2022] [Indexed: 11/11/2022]  Open
20
Lin Q, Wu HJ, Song QS, Tang YK. CT-based radiomics in predicting pathological response in non-small cell lung cancer patients receiving neoadjuvant immunotherapy. Front Oncol 2022;12:937277. [PMID: 36267975 PMCID: PMC9577189 DOI: 10.3389/fonc.2022.937277] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 08/30/2022] [Indexed: 11/13/2022]  Open
21
Xu J, Zeng B, Egger J, Wang C, Smedby Ö, Jiang X, Chen X. A review on AI-based medical image computing in head and neck surgery. Phys Med Biol 2022;67. [DOI: 10.1088/1361-6560/ac840f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 07/25/2022] [Indexed: 11/11/2022]
22
Minnema J, Ernst A, van Eijnatten M, Pauwels R, Forouzanfar T, Batenburg KJ, Wolff J. A review on the application of deep learning for CT reconstruction, bone segmentation and surgical planning in oral and maxillofacial surgery. Dentomaxillofac Radiol 2022;51:20210437. [PMID: 35532946 PMCID: PMC9522976 DOI: 10.1259/dmfr.20210437] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 04/21/2022] [Accepted: 04/25/2022] [Indexed: 12/11/2022]  Open
23
Deep Learning Approaches for Automatic Localization in Medical Images. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022;2022:6347307. [PMID: 35814554 PMCID: PMC9259335 DOI: 10.1155/2022/6347307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 05/23/2022] [Indexed: 12/21/2022]
24
Ahmadi SA, Frei J, Vivar G, Dieterich M, Kirsch V. IE-Vnet: Deep Learning-Based Segmentation of the Inner Ear's Total Fluid Space. Front Neurol 2022;13:663200. [PMID: 35645963 PMCID: PMC9130477 DOI: 10.3389/fneur.2022.663200] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 04/04/2022] [Indexed: 12/30/2022]  Open
25
Fan Y, Zhang D, Banalagay R, Wang J, Noble JH, Dawant BM. Hybrid active shape and deep learning method for the accurate and robust segmentation of the intracochlear anatomy in clinical head CT and CBCT images. J Med Imaging (Bellingham) 2021;8:064002. [PMID: 34853805 DOI: 10.1117/1.jmi.8.6.064002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Accepted: 11/08/2021] [Indexed: 11/14/2022]  Open
26
Eser MB, Atalay B, Dogan MB, Gündüz N, Kalcioglu MT. Measuring 3D Cochlear Duct Length on MRI: Is It Accurate and Reliable? AJNR Am J Neuroradiol 2021;42:2016-2022. [PMID: 34593380 DOI: 10.3174/ajnr.a7287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 07/25/2021] [Indexed: 11/07/2022]
27
Wasmann JWA, Lanting CP, Huinck WJ, Mylanus EAM, van der Laak JWM, Govaerts PJ, Swanepoel DW, Moore DR, Barbour DL. Computational Audiology: New Approaches to Advance Hearing Health Care in the Digital Age. Ear Hear 2021;42:1499-1507. [PMID: 33675587 PMCID: PMC8417156 DOI: 10.1097/aud.0000000000001041] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
28
Wang Z, Demarcy T, Vandersteen C, Gnansia D, Raffaelli C, Guevara N, Delingette H. Bayesian logistic shape model inference: Application to cochlear image segmentation. Med Image Anal 2021;75:102268. [PMID: 34710654 DOI: 10.1016/j.media.2021.102268] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 09/01/2021] [Accepted: 10/08/2021] [Indexed: 11/28/2022]
29
Chawdhary G, Shoman N. Emerging artificial intelligence applications in otological imaging. Curr Opin Otolaryngol Head Neck Surg 2021;29:357-364. [PMID: 34459798 DOI: 10.1097/moo.0000000000000754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
30
Neves CA, Tran ED, Cooperman SP, Blevins NH. Fully Automated Measurement of Cochlear Duct Length From Clinical Temporal Bone Computed Tomography. Laryngoscope 2021;132:449-458. [PMID: 34536238 DOI: 10.1002/lary.29869] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 08/24/2021] [Accepted: 08/31/2021] [Indexed: 11/06/2022]
31
Li S, Zheng J, Li D. Precise segmentation of non-enhanced computed tomography in patients with ischemic stroke based on multi-scale U-Net deep network model. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2021;208:106278. [PMID: 34274610 DOI: 10.1016/j.cmpb.2021.106278] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Accepted: 07/04/2021] [Indexed: 06/13/2023]
32
Atalay B, Eser MB, Kalcioglu MT, Ankarali H. Comprehensive Analysis of Factors Affecting Cochlear Size: A Systematic Review and Meta-analysis. Laryngoscope 2021;132:188-197. [PMID: 33764541 DOI: 10.1002/lary.29532] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 03/09/2021] [Accepted: 03/16/2021] [Indexed: 12/14/2022]
33
Mlynski R, Lüsebrink A, Oberhoffner T, Langner S, Weiss NM. Mapping Cochlear Duct Length to Electrically Evoked Compound Action Potentials in Cochlear Implantation. Otol Neurotol 2021;42:e254-e260. [PMID: 33273309 DOI: 10.1097/mao.0000000000002957] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
34
Practicable assessment of cochlear size and shape from clinical CT images. Sci Rep 2021;11:3448. [PMID: 33568727 PMCID: PMC7876007 DOI: 10.1038/s41598-021-83059-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 01/25/2021] [Indexed: 11/08/2022]  Open
35
Lv Y, Ke J, Xu Y, Shen Y, Wang J, Wang J. Automatic segmentation of temporal bone structures from clinical conventional CT using a CNN approach. Int J Med Robot 2021;17:e2229. [PMID: 33462998 DOI: 10.1002/rcs.2229] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 01/13/2021] [Accepted: 01/14/2021] [Indexed: 12/15/2022]
36
Deep learning for the fully automated segmentation of the inner ear on MRI. Sci Rep 2021;11:2885. [PMID: 33536451 PMCID: PMC7858625 DOI: 10.1038/s41598-021-82289-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 01/19/2021] [Indexed: 12/15/2022]  Open
37
Fully automated preoperative segmentation of temporal bone structures from clinical CT scans. Sci Rep 2021;11:116. [PMID: 33420386 PMCID: PMC7794235 DOI: 10.1038/s41598-020-80619-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 12/23/2020] [Indexed: 11/11/2022]  Open
38
Effect of Filtered Back-Projection Filters to Low-Contrast Object Imaging in Ultra-High-Resolution (UHR) Cone-Beam Computed Tomography (CBCT). SENSORS 2020;20:s20226416. [PMID: 33182640 PMCID: PMC7697695 DOI: 10.3390/s20226416] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 10/23/2020] [Accepted: 11/06/2020] [Indexed: 01/09/2023]
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