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hema_cell_dc

hms2

Another annotation-free whole-slide training approach to pathological classification. This repository provides scripts to reproduce the results in the paper "Deep neural network trained on gigapixel images improves lymph node metastasis detection in clinical settings", including model training, inference, visualization, etc.

hp-gastritis-hms2-auxiliary

This project reproduces the results in the paper, 'A two-tiered deep learning-based model for histologic diagnosis of Helicobacter gastritis'.

pypi-project-template

stain-mixup

The repository provide augment function of "Stain mix-up: Unsupervised domain generalization for histopathology images"

tensorflow-huge-model-support

This library is designed to speed up huge model training on unified memory.

whole-slide-cnn

This repository provides scripts to reproduce the results in the paper "An annotation-free whole-slide training approach to pathological classification of lung cancer types by deep learning".