The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based
Translation of Optical Coherence Tomography into Confocal Microscopy

The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy

7 August 2024

Xin Tian

Nantheera Anantrasirichai

Lindsay B. Nicholson

Papers citing "The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy"

14 / 14 papers shown

Title
OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson A. Achim MedIm 45 4 0 17 Nov 2023
Image-to-Image Translation for Autonomous Driving from Coarsely-Aligned Image Pairs Youya Xia Josephine Monica Wei-Lun Chao Bharath Hariharan Kilian Q. Weinberger Mark E. Campbell 59 12 0 23 Sep 2022
Optimal Transport-based Graph Matching for 3D retinal OCT image registration X. Tian Nantheera Anantrasirichai Lindsay B. Nicholson A. Achim 10 6 0 28 Feb 2022
Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks Wanyue Li Wen Kong Yiwei Chen Jing Wang Yi He Guohua Shi Guohua Deng GAN MedIm 23 12 0 18 Jun 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 284 5,815 0 03 Dec 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 580 10,555 0 12 Dec 2018
Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT Per Welander Simon Karlsson Anders Eklund GAN MedIm 52 105 0 20 Jun 2018
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 72 548 0 17 Jun 2018
Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran M. Reyes GAN MedIm 97 176 0 14 Jun 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network Zizhao Zhang Ling Yang Yefeng Zheng MedIm 118 378 0 27 Feb 2018
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 141 1,491 0 04 Jan 2018
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 883 27,373 0 02 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014