Jaemin Son, Joo Young Shin, Eun Ju Chun, Kyu-Hwan Jung, Kyu Hyung Park, Sang Jun Park
Assessment of Generative Adversarial Networks Model for Synthetic Optical Coherence Tomography Images of Retinal Disorders Open Access
Ce Zheng, Xiaolin Xie, Kang Zhou, Bang Chen, Jili Chen, Haiyun Ye, Wen Li, Tong Qiao, Shenghua Gao, Jianlong Yang, Jiang Liu
Translational Vision Science & Technology May 2020, Vol.9, 29. https://doi.org/10.1167/tvst.9.2.29
A Retrospective Comparison of Deep Learning to Manual Annotations for Optic Disc and Optic Cup Segmentation in Fundus Photographs Open Access
Huazhu Fu, Fei Li, Yanwu Xu, Jingan Liao, Jian Xiong, Jianbing Shen, Jiang Liu, Xiulan Zhang, for iChallenge-GON study group
Translational Vision Science & Technology June 2020, Vol.9, 33. https://doi.org/10.1167/tvst.9.2.33
Convolutional Neural Network Based on Fluorescein Angiography Images for Retinopathy of Prematurity Management Open Access
Domenico Lepore, Marco H. Ji, Monica M. Pagliara, Jacopo Lenkowicz, Nikola D. Capocchiano, Luca Tagliaferri, Luca Boldrini, Vincenzo Valentini, Andrea Damiani for the FA Team of the Italian ROP Study Group
Translational Vision Science & Technology July 2020, Vol.9, 37. https://doi.org/10.1167/tvst.9.2.37
Microvasculature Segmentation and Intercapillary Area Quantification of the Deep Vascular Complex Using Transfer Learning Open Access
Julian Lo, Morgan Heisler, Vinicius Vanzan, Sonja Karst, Ivana Zadro Matovinović, Sven Lončarić, Eduardo V. Navajas, Mirza Faisal Beg, Marinko V. Šarunić
Translational Vision Science & Technology July 2020, Vol.9, 38. https://doi.org/10.1167/tvst.9.2.38
Leveraging Multimodal Deep Learning Architecture with Retina Lesion Information to Detect Diabetic Retinopathy Open Access
Vincent S. Tseng, Ching-Long Chen, Chang-Min Liang, Ming-Cheng Tai, Jung-Tzu Liu, Po-Yi Wu, Ming-Shan Deng, Ya-Wen Lee, Teng-Yi Huang, Yi-Hao Chen
Translational Vision Science & Technology July 2020, Vol.9, 41. https://doi.org/10.1167/tvst.9.2.41
Evidence Based Prediction and Progression Monitoring on Retinal Images from Three Nations Open Access
Lutfiah Al Turk, Su Wang, Paul Krause, James Wawrzynski, George M. Saleh, Hend Alsawadi, Abdulrahman Zaid Alshamrani, Tunde Peto, Andrew Bastawrous, Jingren Li, Hongying Lilian Tang
Translational Vision Science & Technology August 2020, Vol.9, 44. https://doi.org/10.1167/tvst.9.2.44
An Intelligent Optical Coherence Tomography-based System for Pathological Retinal Cases Identification and Urgent Referrals Open Access
Lilong Wang, Guanzheng Wang, Meng Zhang, Dongyi Fan, Xiaoqiang Liu, Yan Guo, Rui Wang, Bin Lv, Chuanfeng Lv, Jay Wei, Xinghuai Sun, Guotong Xie, Min Wang
Translational Vision Science & Technology August 2020, Vol.9, 46. https://doi.org/10.1167/tvst.9.2.46
Automated Quality Assessment and Image Selection of Ultra-Widefield Fluorescein Angiography Images through Deep Learning Open Access
Henry H. Li, Joseph R. Abraham, Duriye Damla Sevgi, Sunil K. Srivastava, Jenna M. Hach, Jon Whitney, Amit Vasanji, Jamie L. Reese, Justis P. Ehlers
Translational Vision Science & Technology September 2020, Vol.9, 52. https://doi.org/10.1167/tvst.9.2.52
Keratoconus Screening Based on Deep Learning Approach of Corneal Topography Open Access
Bo-I Kuo, Wen-Yi Chang, Tai-Shan Liao, Fang-Yu Liu, Hsin-Yu Liu, Hsiao-Sang Chu, Wei-Li Chen, Fung-Rong Hu, Jia-Yush Yen, I-Jong Wang
Translational Vision Science & Technology September 2020, Vol.9, 53. https://doi.org/10.1167/tvst.9.2.53
Artificial Intelligence Algorithms to Diagnose Glaucoma and Detect Glaucoma Progression: Translation to Clinical Practice Open Access
Anna S. Mursch-Edlmayr, Wai Siene Ng, Alberto Diniz-Filho, David C. Sousa, Louis Arnold, Matthew B. Schlenker, Karla Duenas-Angeles, Pearse A. Keane, Jonathan G. Crowston, Hari Jayaram
Translational Vision Science & Technology October 2020, Vol.9, 55. https://doi.org/10.1167/tvst.9.2.55
Artificial Intelligence for Automated Overlay of Fundus Camera and Scanning Laser Ophthalmoscope Images Open Access
Melina Cavichini, Cheolhong An, Dirk-Uwe G. Bartsch, Mahima Jhingan, Manuel J. Amador-Patarroyo, Christopher P. Long, Junkang Zhang, Yiqian Wang, Alison X. Chan, Samantha Madala, Truong Nguyen, William R. Freeman
Translational Vision Science & Technology October 2020, Vol.9, 56. https://doi.org/10.1167/tvst.9.2.56
OCTA Multilayer and Multisector Peripapillary Microvascular Modeling for Diagnosing and Staging of Glaucoma Open Access
Danilo Andrade De Jesus, Luisa Sánchez Brea, João Barbosa Breda, Ella Fokkinga, Vera Ederveen, Noor Borren, Amerens Bekkers, Michael Pircher, Ingeborg Stalmans, Stefan Klein, Theo van Walsum
Translational Vision Science & Technology November 2020, Vol.9, 58. https://doi.org/10.1167/tvst.9.2.58
DeepRetina: Layer Segmentation of Retina in OCT Images Using Deep Learning Open Access
Qiaoliang Li, Shiyu Li, Zhuoying He, Huimin Guan, Runmin Chen, Ying Xu, Tao Wang, Suwen Qi, Jun Mei, Wei Wang
Translational Vision Science & Technology December 2020, Vol.9, 61. https://doi.org/10.1167/tvst.9.2.61
Exploring a Structural Basis for Delayed Rod-Mediated Dark Adaptation in Age-Related Macular Degeneration Via Deep Learning Open Access
Aaron Y. Lee, Cecilia S. Lee, Marian S. Blazes, Julia P. Owen, Yelena Bagdasarova, Yue Wu, Theodore Spaide, Ryan T. Yanagihara, Yuka Kihara, Mark E. Clark, MiYoung Kwon, Cynthia Owsley, Christine A. Curcio
Translational Vision Science & Technology December 2020, Vol.9, 62. https://doi.org/10.1167/tvst.9.2.62