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Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation

24 January 2019

Papers citing "Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation"

7 / 7 papers shown

Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks

206

31 Aug 2022

Co-Teaching for Unsupervised Domain Adaptation and Expansion

Hailan Lin

Qijie Wei

Xirong Li

Ruixiang Zhao

Xirong Li

326

04 Apr 2022

Unsupervised Domain Adaptation with Contrastive Learning for OCT SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022

172

07 Mar 2022

Segmentation-Renormalized Deep Feature Modulation for Unpaired Image HarmonizationIEEE Transactions on Medical Imaging (IEEE TMI), 2021

Guido Gerig

316

11 Feb 2021

Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR ImagesSymposium on Medical Information Processing and Analysis (MIPA), 2020

Julian Alberto Palladino

D. Slezak

Enzo Ferrante

OOD MedIm

118

10 Sep 2020

Self domain adapted network

151

07 Jul 2020

Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep LearningBiomedical Optics Express (BOE), 2020

...

Alexandre Hoang Thiery

M. Girard

172

22 Feb 2020