BriefGPT.xyz
Dec, 2019
计算组织病理学的深度神经网络模型:一项调查
Deep neural network models for computational histopathology: A survey
HTML
PDF
Chetan L. Srinidhi, Ozan Ciga, Anne L. Martel
TL;DR
本文对如何使用深度学习应对肿瘤组织病理图片的问题进行了综述和分析,从130多篇研究论文中选出机器学习策略、生存模型、现有数据集和研究中存在的挑战和限制等方面进行总结和梳理。
Abstract
histopathological images
contain rich phenotypic information that can be used to monitor underlying mechanisms contributing to diseases progression and patient survival outcomes. Recently,
deep learning
has becom
→