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Pathological OCT Retinal Layer Segmentation using Branch Residual
  U-shape Networks

Pathological OCT Retinal Layer Segmentation using Branch Residual U-shape Networks

16 July 2017
S. Apostolopoulos
Sandro De Zanet
Carlos Ciller
Sebastian Wolf
Raphael Sznitman
ArXiv (abs)PDFHTML

Papers citing "Pathological OCT Retinal Layer Segmentation using Branch Residual U-shape Networks"

12 / 12 papers shown
Title
Masked Image Modelling for retinal OCT understanding
Masked Image Modelling for retinal OCT understanding
Theodoros Pissas
Pablo Márquez-Neila
Sebastian Wolf
M. Zinkernagel
Raphael Sznitman
98
1
0
23 May 2024
Innovative Quantitative Analysis for Disease Progression Assessment in
  Familial Cerebral Cavernous Malformations
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous MalformationsIEEE Transactions on Biomedical Engineering (IEEE TBME), 2024
Ruige Zong
Tao Wang
Chunwang Li
Xinlin Zhang
Yuanbin Chen
...
Qixuan Li
Qinquan Gao
Dezhi Kang
Fuxin Lin
Tong Tong
170
0
0
23 Mar 2024
A comprehensive survey on recent deep learning-based methods applied to
  surgical data
A comprehensive survey on recent deep learning-based methods applied to surgical data
Mansoor Ali
Rafael Martinez Garcia Peña
Gilberto Ochoa-Ruiz
Sharib Ali
245
6
0
03 Sep 2022
Lesion Localization in OCT by Semi-Supervised Object Detection
Lesion Localization in OCT by Semi-Supervised Object DetectionInternational Conference on Multimedia Retrieval (ICMR), 2022
Yuehua Wu
Yang Zhou
Jianchun Zhao
Jingyuan Yang
Weihong Yu
You-xin Chen
Xirong Li
67
6
0
24 Apr 2022
FourierNet: Shape-Preserving Network for Henle's Fiber Layer
  Segmentation in Optical Coherence Tomography Images
FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography ImagesIEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Selahattin Cansiz
Cem Kesim
Sevval Nur Bektas
Zeynep Kulali
M. Hasanreisoğlu
C. Gunduz-Demir
86
10
0
17 Jan 2022
Sparse-GAN: Sparsity-constrained Generative Adversarial Network for
  Anomaly Detection in Retinal OCT Image
Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT ImageIEEE International Symposium on Biomedical Imaging (ISBI), 2019
Kang Zhou
Shenghua Gao
Jun Cheng
Zaiwang Gu
Huazhu Fu
Zhi Tu
Jianlong Yang
Yitian Zhao
Jiang-Dong Liu
GANMedIm
259
72
0
28 Nov 2019
Fused Detection of Retinal Biomarkers in OCT Volumes
Fused Detection of Retinal Biomarkers in OCT VolumesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
T. Kurmann
Pablo Márquez-Neila
Siqing Yu
M. Munk
Sebastian Wolf
Raphael Sznitman
65
11
0
16 Jul 2019
Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation
  of Anterior Segment OCT Images
Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT ImagesBiomedical Optics Express (BOE), 2019
J. Ouyang
T. Mathai
K. Lathrop
J. Galeotti
GAN
83
24
0
07 May 2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation
CE-Net: Context Encoder Network for 2D Medical Image Segmentation
Zaiwang Gu
Jun Cheng
Huazhu Fu
Kang Zhou
Huaying Hao
Yitian Zhao
Tianyang Zhang
Shenghua Gao
Jiang-Dong Liu
SSeg
128
1,860
0
07 Mar 2019
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for
  photoreceptor layer segmentation in pathological OCT scans
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans
J. Orlando
Philipp Seeböck
Hrvoje Bogunović
S. Klimscha
C. Grechenig
S. Waldstein
Bianca S. Gerendas
U. Schmidt-Erfurth
UQCV
105
60
0
23 Jan 2019
Learning to Segment Corneal Tissue Interfaces in OCT Images
Learning to Segment Corneal Tissue Interfaces in OCT Images
T. Mathai
K. Lathrop
J. Galeotti
100
21
0
15 Oct 2018
Joint Segmentation and Uncertainty Visualization of Retinal Layers in
  Optical Coherence Tomography Images using Bayesian Deep Learning
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning
S. Sedai
B. Antony
Dwarikanath Mahapatra
R. Garnavi
UQCV
94
65
0
12 Sep 2018
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