BriefGPT.xyz
Apr, 2023
软骰子进行嘈杂图像分割
Noisy Image Segmentation With Soft-Dice
HTML
PDF
Marcus Nordström, Henrik Hult, Atsuto Maki, Fredrik Löfman
TL;DR
本文研究医学图像分割中最受欢迎的损失函数之一：Soft-Dice loss，专注于在目标标签中存在噪声的情况下提供最优解决方案，通过阈值处理将软分割转换为硬分割可最大化Dice系数，实验结果证实理论结果。
Abstract
This paper presents a study on the
soft-dice loss
, one of the most popular loss functions in
medical image segmentation
, for situations where noise is present in
→