Prediction of Geographic Atrophy Enlargement using Various Deep Learning Approaches

被引:0
|
作者
Domalpally, Amitha [1 ,2 ]
Slater, Robert [1 ]
Banghart, Mark [1 ]
Channa, Roomasa [1 ]
Fong, Donald S. [3 ]
Blodi, Barbara A. [2 ]
机构
[1] Univ Wisconsin Madison, Dept Ophthalmol & Visual Sci, EYE Unit, Madison, WI USA
[2] Univ Wisconsin Madison, Dept Ophthalmol & Visual Sci, Wisconsin Reading Ctr, Madison, WI USA
[3] Annexon Biosci, Brisbane, CA USA
关键词
D O I
暂无
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
265
引用
收藏
页数:3
相关论文
共 50 条
  • [1] Geographic Atrophy Enlargement Using Manual, Semi-Automated, and Deep Learning Approaches
    Bogost, Jacob
    Safai, Apoorva
    Linderman, Rachel E.
    Slater, Robert
    Voland, Rick
    Pak, Jeong W.
    Fong, Donald S.
    Blodi, Barbara A.
    Domalpally, Amitha
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2024, 65 (07)
  • [2] Longitudinal Comparison of Geographic Atrophy Measurements Using Manual and Deep Learning Approaches
    Saunders, Thomas
    Bogost, Jacob
    Safai, Apoorva
    Linderman, Rachel
    Slater, Robert
    Voland, Rick
    Pak, Jeong W.
    Blodi, Barbara
    Domalpally, Amitha
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2024, 65 (09)
  • [3] Geographic Atrophy Segmentation Using Multimodal Deep Learning
    Spaide, Theodore
    Jiang, Jiaxiang
    Patil, Jasmine
    Anegondi, Neha
    Steffen, Verena
    Kawczynski, Michael G.
    Newton, Elizabeth M.
    Rabe, Christina
    Gao, Simon S.
    Lee, Aaron Y.
    Holz, Frank G.
    Sadda, Srinivas
    Schmitz-Valckenberg, Steffen
    Ferrara, Daniela
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2023, 12 (07):
  • [4] Prediction of Geographic Atrophy progression by deep learning applied to retinal imaging
    Normand, Guillaume
    Quellec, Gwenole
    Danno, Ronan
    Lay, Bruno
    Weissgerber, Georges
    Zakaria, Nadia
    Chandra, Sudeep
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2019, 60 (09)
  • [5] Prediction of areas at risk of developing geographic atrophy in color fundus images using deep learning
    Liefers, Bart
    Colijn, Johanna Maria
    Gonzalez-Gonzalo, Cristina
    Vaidyanathan, Akshayaa
    van Zeeland, Harm
    Mitchell, Paul
    Klaver, Caroline C. W.
    Sanchez, Clara I.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2019, 60 (09)
  • [6] Multi-modal Geographic Atrophy Lesion Growth Rate Prediction using Deep Learning
    Yang, Qi
    Anegondi, Neha
    Steffen, Verena
    Rabe, Christina
    Ferrara, Daniela
    Gao, Simon
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (08)
  • [7] Comparative analysis of training approaches for deep learning geographic atrophy segmentation models
    Musial, Gwen
    Zhang, Qinqin
    Salehi, Ali
    Herrera, Gissel
    Shen, Mengxi
    Gregori, Giovanni
    Rosenfeld, Philip J.
    Cheng, Yuxuan
    Wang, Ruikang K.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2024, 65 (07)
  • [8] Deep Learning Approaches to Predict Geographic Atrophy Progression Using Three-Dimensional OCT Imaging
    Yoshida, Kenta
    Anegondi, Neha
    Pely, Adam
    Zhang, Miao
    Debraine, Frederic
    Ramesh, Karthik
    Steffen, Verena
    Gao, Simon S.
    Cukras, Catherine
    Rabe, Christina
    Ferrara, Daniela
    Spaide, Richard F.
    Sadda, SriniVas R.
    Holz, Frank G.
    Yang, Qi
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2025, 14 (02):
  • [9] Automatic segmentation of geographic atrophy in OCT scans using deep learning
    Cheng, Yuxuan
    Chu, Zhongdi
    Shen, Mengxi
    Laiginhas, Rita
    Liu, Jeremy
    Shi, Yingying
    Li, Jianqing
    Zhou, Hao
    Zhang, Qinqin
    Gregori, Giovanni
    Rosenfeld, Philip J.
    Wang, Ruikang K.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2022, 63 (07)
  • [10] Feature discovery using ablation studies for deep learning-based geographic atrophy (GA) progression prediction
    Cluceru, Julia
    Anegondi, Neha
    Yang, Qi
    Steffen, Verena
    Rabe, Christina
    Friesenhahn, Michel
    Ferrara, Daniela
    Gao, Simon S.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2022, 63 (07)