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For: Kugelman J, Alonso-Caneiro D, Chen Y, Arunachalam S, Huang D, Vallis N, Collins MJ, Chen FK. Retinal Boundary Segmentation in Stargardt Disease Optical Coherence Tomography Images Using Automated Deep Learning. Transl Vis Sci Technol 2020;9:12. [PMID: 33133774 PMCID: PMC7581491 DOI: 10.1167/tvst.9.11.12] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 09/11/2020] [Indexed: 12/13/2022]  Open
Number Cited by Other Article(s)
1
Pennesi ME, Wang YZ, Birch DG. Deep learning aided measurement of outer retinal layer metrics as biomarkers for inherited retinal degenerations: opportunities and challenges. Curr Opin Ophthalmol 2024;35:447-454. [PMID: 39259656 DOI: 10.1097/icu.0000000000001088] [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: 09/13/2024]
2
Mishra Z, Wang Z, Xu E, Xu S, Majid I, Sadda SR, Hu ZJ. Recurrent and Concurrent Prediction of Longitudinal Progression of Stargardt Atrophy and Geographic Atrophy. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.11.24302670. [PMID: 38405807 PMCID: PMC10888984 DOI: 10.1101/2024.02.11.24302670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
3
Daich Varela M, Sen S, De Guimaraes TAC, Kabiri N, Pontikos N, Balaskas K, Michaelides M. Artificial intelligence in retinal disease: clinical application, challenges, and future directions. Graefes Arch Clin Exp Ophthalmol 2023;261:3283-3297. [PMID: 37160501 PMCID: PMC10169139 DOI: 10.1007/s00417-023-06052-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 03/20/2023] [Accepted: 03/24/2023] [Indexed: 05/11/2023]  Open
4
Schmetterer L, Scholl H, Garhöfer G, Janeschitz-Kriegl L, Corvi F, Sadda SR, Medeiros FA. Endpoints for clinical trials in ophthalmology. Prog Retin Eye Res 2023;97:101160. [PMID: 36599784 DOI: 10.1016/j.preteyeres.2022.101160] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 12/22/2022] [Accepted: 12/28/2022] [Indexed: 01/03/2023]
5
Mishra Z, Wang Z, Sadda SR, Hu Z. Using Ensemble OCT-Derived Features beyond Intensity Features for Enhanced Stargardt Atrophy Prediction with Deep Learning. APPLIED SCIENCES (BASEL, SWITZERLAND) 2023;13:8555. [PMID: 39086558 PMCID: PMC11288976 DOI: 10.3390/app13148555] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/02/2024]
6
Wang X, Li R, Chen J, Han D, Wang M, Xiong H, Ding W, Zheng Y, Xiong K, Zeng Y. Choroidal vascularity index (CVI)-Net-based automatic assessment of diabetic retinopathy severity using CVI in optical coherence tomography images. JOURNAL OF BIOPHOTONICS 2023;16:e202200370. [PMID: 36633529 DOI: 10.1002/jbio.202200370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 01/02/2023] [Accepted: 01/09/2023] [Indexed: 06/07/2023]
7
Nagasato D, Sogawa T, Tanabe M, Tabuchi H, Numa S, Oishi A, Ohashi Ikeda H, Tsujikawa A, Maeda T, Takahashi M, Ito N, Miura G, Shinohara T, Egawa M, Mitamura Y. Estimation of Visual Function Using Deep Learning From Ultra-Widefield Fundus Images of Eyes With Retinitis Pigmentosa. JAMA Ophthalmol 2023;141:305-313. [PMID: 36821134 PMCID: PMC9951103 DOI: 10.1001/jamaophthalmol.2022.6393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
8
Heath Jeffery RC, Thompson JA, Lamey TM, McLaren TL, De Roach JN, McAllister IL, Constable IJ, Chen FK. Longitudinal Analysis of Functional and Structural Outcome Measures in PRPH2-Associated Retinal Dystrophy. Ophthalmol Retina 2023;7:81-91. [PMID: 35792359 DOI: 10.1016/j.oret.2022.06.017] [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: 03/13/2022] [Revised: 06/12/2022] [Accepted: 06/27/2022] [Indexed: 01/28/2023]
9
Parra-Mora E, da Silva Cruz LA. LOCTseg: A lightweight fully convolutional network for end-to-end optical coherence tomography segmentation. Comput Biol Med 2022;150:106174. [PMID: 36252364 DOI: 10.1016/j.compbiomed.2022.106174] [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: 05/08/2022] [Revised: 08/31/2022] [Accepted: 10/01/2022] [Indexed: 11/03/2022]
10
Deep learning in retinal optical coherence tomography (OCT): A comprehensive survey. Neurocomputing 2022. [DOI: 10.1016/j.neucom.2022.08.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
11
A comparison of deep learning U-Net architectures for posterior segment OCT retinal layer segmentation. Sci Rep 2022;12:14888. [PMID: 36050364 PMCID: PMC9437058 DOI: 10.1038/s41598-022-18646-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 08/17/2022] [Indexed: 11/08/2022]  Open
12
Charng J, Alam K, Swartz G, Kugelman J, Alonso-Caneiro D, Mackey DA, Chen FK. Deep learning: applications in retinal and optic nerve diseases. Clin Exp Optom 2022:1-10. [PMID: 35999058 DOI: 10.1080/08164622.2022.2111201] [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: 10/15/2022]  Open
13
OCT Retinal and Choroidal Layer Instance Segmentation Using Mask R-CNN. SENSORS 2022;22:s22052016. [PMID: 35271165 PMCID: PMC8914986 DOI: 10.3390/s22052016] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 03/01/2022] [Accepted: 03/02/2022] [Indexed: 11/16/2022]
14
Muller J, Alonso-Caneiro D, Read SA, Vincent SJ, Collins MJ. Application of Deep Learning Methods for Binarization of the Choroid in Optical Coherence Tomography Images. Transl Vis Sci Technol 2022;11:23. [PMID: 35157030 PMCID: PMC8857621 DOI: 10.1167/tvst.11.2.23] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]  Open
15
Heath Jeffery RC, Thompson JA, Lo J, Lamey TM, McLaren TL, McAllister IL, Constable IJ, De Roach JN, Chen FK. Genotype-Specific Lesion Growth Rates in Stargardt Disease. Genes (Basel) 2021;12:1981. [PMID: 34946930 PMCID: PMC8701386 DOI: 10.3390/genes12121981] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 12/03/2021] [Accepted: 12/10/2021] [Indexed: 01/10/2023]  Open
16
Wang YZ, Wu W, Birch DG. A Hybrid Model Composed of Two Convolutional Neural Networks (CNNs) for Automatic Retinal Layer Segmentation of OCT Images in Retinitis Pigmentosa (RP). Transl Vis Sci Technol 2021;10:9. [PMID: 34751740 PMCID: PMC8590180 DOI: 10.1167/tvst.10.13.9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]  Open
17
Huang D, Heath Jeffery RC, Aung-Htut MT, McLenachan S, Fletcher S, Wilton SD, Chen FK. Stargardt disease and progress in therapeutic strategies. Ophthalmic Genet 2021;43:1-26. [PMID: 34455905 DOI: 10.1080/13816810.2021.1966053] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
18
Heath Jeffery RC, Chen FK. Stargardt disease: Multimodal imaging: A review. Clin Exp Ophthalmol 2021;49:498-515. [PMID: 34013643 PMCID: PMC8366508 DOI: 10.1111/ceo.13947] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 05/15/2021] [Indexed: 12/20/2022]
19
Mishra Z, Wang Z, Sadda SR, Hu Z. Automatic Segmentation in Multiple OCT Layers For Stargardt Disease Characterization Via Deep Learning. Transl Vis Sci Technol 2021;10:24. [PMID: 34004000 PMCID: PMC8083069 DOI: 10.1167/tvst.10.4.24] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 03/15/2021] [Indexed: 02/07/2023]  Open
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