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Apr, 2023
Slideflow: 实时全切片可视化的数字病理学深度学习
Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization
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James M. Dolezal, Sara Kochanny, Emma Dyer, Andrew Srisuwananukorn, Matteo Sacco...
TL;DR
Slideflow是一种灵活的深度学习库,支持数字病理学的广泛深度学习方法,并包括快速的整个幻灯片接口来部署已训练好的模型,同时也具有高度优化的整个幻灯片图像处理等特点。
Abstract
deep learning
methods have emerged as powerful tools for analyzing
histopathological images
, but current methods are often specialized for specific domains and software environments, and few open-source options e
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