Label noise in segmentation networks : mitigation must deal with bias

Label noise in segmentation networks : mitigation must deal with bias

5 July 2021

Eugene Vorontsov

Samuel Kadoury

Papers citing "Label noise in segmentation networks : mitigation must deal with bias"

5 / 5 papers shown

Title
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacks Clément Playout Renaud Duval Marie Carole Boucher Farida Cheriet MedIm 36 1 0 17 Oct 2024
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model Yixin Zhang Shen Zhao Han Gu Maciej Mazurowski VLM 40 4 0 17 Dec 2023
MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries Shuai Wang Tengjin Weng Jingyi Wang Yang Shen Zhidong Zhao Yixiu Liu Pengfei Jiao Zhiming Cheng Yaqi Wang 19 0 0 17 Nov 2023
Marginal Thresholding in Noisy Image Segmentation M. Nordström Henrik Hult A. Maki NoLa 14 0 0 08 Apr 2023
Noisy Image Segmentation With Soft-Dice M. Nordström Henrik Hult A. Maki F. Löfman 31 2 0 03 Apr 2023