Image-level Regression for Uncertainty-aware Retinal Image Segmentation

v1v2 (latest)

Image-level Regression for Uncertainty-aware Retinal Image Segmentation

27 May 2024

Huy Hoang Nguyen

ArXiv (abs)PDF HTML Github (8★)

Papers citing "Image-level Regression for Uncertainty-aware Retinal Image Segmentation"

11 / 11 papers shown

Title
Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels Zifu Wang Teodora Popordanoska J. Bertels Robin Lemmens Matthew B. Blaschko 49 10 0 28 Mar 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 92 14 0 11 Feb 2023
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation Hu Cao Yueyue Wang Jieneng Chen Dongsheng Jiang Xiaopeng Zhang Qi Tian Manning Wang ViT MedIm 141 2,931 0 12 May 2021
SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation Changlu Guo Marton Szemenyei Yugen Yi Wenle Wang Buer Chen Changqi Fan SSeg 67 317 0 07 Apr 2020
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks Liangzhi Li Manisha Verma Yuta Nakashima Hajime Nagahara R. Kawasaki 56 240 0 12 Dec 2019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 122 2,650 0 11 Dec 2019
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps Yuan Xue Hui Tang Zhi Qiao G. Gong Yong Yin Zhen Qian Chao Huang Wei Fan Xiaolei Huang MedIm 75 128 0 09 Dec 2019
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice J. Bertels Tom Eelbode Maxim Berman Dirk Vandermeulen F. Maes R. Bisschops Matthew Blaschko 131 257 0 05 Nov 2019
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 90 1,647 0 07 Mar 2019
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 143 2,153 0 11 Jul 2017
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,427 0 02 Dec 2015