DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised
Medical Image Segmentation

DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation

23 May 2024

Haigen Hu

Qianwei Zhou

Qiu Guan

ArXiv (abs)PDF HTML Github (2★)

Papers citing "DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation"

9 / 9 papers shown

Title
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding Zihan Li Yuan Zheng Xiangde Luo Dandan Shan Qingqi Hong 65 23 0 30 Jul 2023
Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation Hao Li Yang Nan Javier Del Ser Guang Yang EDL OOD UQCV 61 39 0 11 Aug 2022
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision Xiangde Luo Minhao Hu Wenjun Liao Shuwei Zhai Tao Song Guotai Wang Shaoting Zhang 85 103 0 04 Mar 2022
Evidential fully convolutional network for semantic segmentation Zheng Tong Philippe Xu T. Denœux 48 44 0 25 Mar 2021
DEAL: Deep Evidential Active Learning for Image Classification Patrick Hemmer Niklas Kühl Jakob Schöffer 71 38 0 22 Jul 2020
Scribble2Label: Scribble-Supervised Cell Segmentation via Self-Generating Pseudo-Labels with Consistency Hyeonsoo Lee Won-Ki Jeong 70 114 0 23 Jun 2020
Evidential Deep Learning to Quantify Classification Uncertainty Murat Sensoy Lance M. Kaplan M. Kandemir OOD UQCV EDL BDL 188 1,002 0 05 Jun 2018
Predictive Uncertainty Estimation via Prior Networks A. Malinin Mark Gales UD BDL EDL UQCV PER 197 923 0 28 Feb 2018
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 856 9,353 0 06 Jun 2015

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.