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For: Varga L, Kovács A, Grósz T, Thury G, Hadarits F, Dégi R, Dombi J. Automatic segmentation of hyperreflective foci in OCT images. Comput Methods Programs Biomed 2019;178:91-103. [PMID: 31416566 DOI: 10.1016/j.cmpb.2019.06.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 05/26/2019] [Accepted: 06/16/2019] [Indexed: 05/25/2023]
Number Cited by Other Article(s)
1
Enzendorfer ML, Schmidt-Erfurth U. Artificial intelligence for geographic atrophy: pearls and pitfalls. Curr Opin Ophthalmol 2024;35:455-462. [PMID: 39259599 PMCID: PMC11426979 DOI: 10.1097/icu.0000000000001085] [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] [Indexed: 09/13/2024]
2
Huang J, Zhang X, Jin R, Xu T, Jin Z, Shen M, Lv F, Chen J, Liu J. Wavelet-based selection-and-recalibration network for Parkinson's disease screening in OCT images. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024;256:108368. [PMID: 39154408 DOI: 10.1016/j.cmpb.2024.108368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 07/30/2024] [Accepted: 08/07/2024] [Indexed: 08/20/2024]
3
Reiter GS, Mai J, Riedl S, Birner K, Frank S, Bogunovic H, Schmidt-Erfurth U. AI in the clinical management of GA: A novel therapeutic universe requires novel tools. Prog Retin Eye Res 2024;103:101305. [PMID: 39343193 DOI: 10.1016/j.preteyeres.2024.101305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 09/25/2024] [Accepted: 09/26/2024] [Indexed: 10/01/2024]
4
Rosenfeld PJ, Shen M, Trivizki O, Liu J, Herrera G, Hiya FE, Li J, Berni A, Wang L, El-Mulki OS, Cheng Y, Lu J, Zhang Q, O'Brien RC, Gregori G, Wang RK. Rediscovering Age-Related Macular Degeneration with Swept-Source OCT Imaging: The 2022 Charles L. Schepens, MD, Lecture. Ophthalmol Retina 2024;8:839-853. [PMID: 38641006 DOI: 10.1016/j.oret.2024.04.012] [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: 01/06/2024] [Revised: 03/25/2024] [Accepted: 04/11/2024] [Indexed: 04/21/2024]
5
Yao J, Lim J, Lim GYS, Ong JCL, Ke Y, Tan TF, Tan TE, Vujosevic S, Ting DSW. Novel artificial intelligence algorithms for diabetic retinopathy and diabetic macular edema. EYE AND VISION (LONDON, ENGLAND) 2024;11:23. [PMID: 38880890 PMCID: PMC11181581 DOI: 10.1186/s40662-024-00389-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 05/09/2024] [Indexed: 06/18/2024]
6
Tanthanathewin R, Wongrattanapipat W, Khaing TT, Aimmanee P. Automatic exudate and aneurysm segmentation in OCT images using UNET++ and hyperreflective-foci feature based bagged tree ensemble. PLoS One 2024;19:e0304146. [PMID: 38787844 PMCID: PMC11125471 DOI: 10.1371/journal.pone.0304146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 05/07/2024] [Indexed: 05/26/2024]  Open
7
Sakti DH, Cornish EE, Nash BM, Jamieson RV, Grigg JR. IMPDH1-associated autosomal dominant retinitis pigmentosa: natural history of novel variant Lys314Gln and a comprehensive literature search. Ophthalmic Genet 2023;44:437-455. [PMID: 37259572 DOI: 10.1080/13816810.2023.2215310] [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: 01/27/2023] [Revised: 05/11/2023] [Accepted: 05/14/2023] [Indexed: 06/02/2023]
8
Zhang T, Wei Q, Li Z, Meng W, Zhang M, Zhang Z. Segmentation of paracentral acute middle maculopathy lesions in spectral-domain optical coherence tomography images through weakly supervised deep convolutional networks. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;240:107632. [PMID: 37329802 DOI: 10.1016/j.cmpb.2023.107632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 05/23/2023] [Accepted: 05/28/2023] [Indexed: 06/19/2023]
9
Rosenfeld PJ, Cheng Y, Shen M, Gregori G, Wang RK. Unleashing the power of optical attenuation coefficients to facilitate segmentation strategies in OCT imaging of age-related macular degeneration: perspective. BIOMEDICAL OPTICS EXPRESS 2023;14:4947-4963. [PMID: 37791280 PMCID: PMC10545179 DOI: 10.1364/boe.496080] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 07/22/2023] [Accepted: 07/27/2023] [Indexed: 10/05/2023]
10
Lu J, Cheng Y, Li J, Liu Z, Shen M, Zhang Q, Liu J, Herrera G, Hiya FE, Morin R, Joseph J, Gregori G, Rosenfeld PJ, Wang RK. Automated segmentation and quantification of calcified drusen in 3D swept source OCT imaging. BIOMEDICAL OPTICS EXPRESS 2023;14:1292-1306. [PMID: 36950236 PMCID: PMC10026581 DOI: 10.1364/boe.485999] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 02/18/2023] [Accepted: 02/19/2023] [Indexed: 06/18/2023]
11
Schmidt MF, Christensen JL, Dahl VA, Toosy A, Petzold A, Hanson JVM, Schippling S, Frederiksen JL, Larsen M. Automated detection of hyperreflective foci in the outer nuclear layer of the retina. Acta Ophthalmol 2023;101:200-206. [PMID: 36073938 DOI: 10.1111/aos.15237] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 07/12/2022] [Accepted: 08/14/2022] [Indexed: 11/27/2022]
12
Arrigo A, Aragona E, Battaglia Parodi M, Bandello F. Quantitative approaches in multimodal fundus imaging: State of the art and future perspectives. Prog Retin Eye Res 2023;92:101111. [PMID: 35933313 DOI: 10.1016/j.preteyeres.2022.101111] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 07/16/2022] [Accepted: 07/19/2022] [Indexed: 02/01/2023]
13
Zhang B, Ma L, Zhao H, Hao Y, Fu S, Wang H, Li Y, Han H. Automatic segmentation of hyperreflective dots via focal priors and visual saliency. Med Phys 2022;49:7025-7037. [PMID: 35838240 DOI: 10.1002/mp.15848] [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: 01/04/2022] [Revised: 06/20/2022] [Accepted: 06/27/2022] [Indexed: 12/13/2022]  Open
14
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]
15
Ezhei M, Plonka G, Rabbani H. Retinal optical coherence tomography image analysis by a restricted Boltzmann machine. BIOMEDICAL OPTICS EXPRESS 2022;13:4539-4558. [PMID: 36187262 PMCID: PMC9484437 DOI: 10.1364/boe.458753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 06/06/2022] [Accepted: 07/07/2022] [Indexed: 06/16/2023]
16
Zhou H, Liu J, Laiginhas R, Zhang Q, Cheng Y, Zhang Y, Shi Y, Shen M, Gregori G, Rosenfeld PJ, Wang RK. Depth-resolved visualization and automated quantification of hyperreflective foci on OCT scans using optical attenuation coefficients. BIOMEDICAL OPTICS EXPRESS 2022;13:4175-4189. [PMID: 36032584 PMCID: PMC9408241 DOI: 10.1364/boe.467623] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 06/25/2022] [Accepted: 06/25/2022] [Indexed: 05/11/2023]
17
Mou L, Liang L, Gao Z, Wang X. A multi-scale anomaly detection framework for retinal OCT images based on the Bayesian neural network. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2022.103619] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
18
Yao C, Wang M, Zhu W, Huang H, Shi F, Chen Z, Wang L, Wang T, Zhou Y, Peng Y, Zhu L, Chen H, Chen X. Joint segmentation of multi-class hyper-reflective foci in retinal optical coherence tomography images. IEEE Trans Biomed Eng 2021;69:1349-1358. [PMID: 34570700 DOI: 10.1109/tbme.2021.3115552] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
19
Midena E, Torresin T, Velotta E, Pilotto E, Parrozzani R, Frizziero L. OCT Hyperreflective Retinal Foci in Diabetic Retinopathy: A Semi-Automatic Detection Comparative Study. Front Immunol 2021;12:613051. [PMID: 33968016 PMCID: PMC8100046 DOI: 10.3389/fimmu.2021.613051] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 03/30/2021] [Indexed: 12/04/2022]  Open
20
Carvalho V, Gonçalves IM, Souza A, Souza MS, Bento D, Ribeiro JE, Lima R, Pinho D. Manual and Automatic Image Analysis Segmentation Methods for Blood Flow Studies in Microchannels. MICROMACHINES 2021;12:317. [PMID: 33803615 PMCID: PMC8002955 DOI: 10.3390/mi12030317] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 03/12/2021] [Accepted: 03/14/2021] [Indexed: 01/16/2023]
21
Cao J, You K, Jin K, Lou L, Wang Y, Chen M, Pan X, Shao J, Su Z, Wu J, Ye J. Prediction of response to anti-vascular endothelial growth factor treatment in diabetic macular oedema using an optical coherence tomography-based machine learning method. Acta Ophthalmol 2021;99:e19-e27. [PMID: 32573116 DOI: 10.1111/aos.14514] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Accepted: 05/24/2020] [Indexed: 12/24/2022]
22
Xie S, Okuwobi IP, Li M, Zhang Y, Yuan S, Chen Q. Fast and Automated Hyperreflective Foci Segmentation Based on Image Enhancement and Improved 3D U-Net in SD-OCT Volumes with Diabetic Retinopathy. Transl Vis Sci Technol 2020;9:21. [PMID: 32818082 PMCID: PMC7396192 DOI: 10.1167/tvst.9.2.21] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 01/19/2020] [Indexed: 11/29/2022]  Open
23
Cai L, Hinkle JW, Arias D, Gorniak RJ, Lakhani PC, Flanders AE, Kuriyan AE. Applications of Artificial Intelligence for the Diagnosis, Prognosis, and Treatment of Age-related Macular Degeneration. Int Ophthalmol Clin 2020;60:147-168. [PMID: 33093323 DOI: 10.1097/iio.0000000000000334] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
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