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10 search results found

Slideflow ⭐ 193

Deep learning library for digital pathology, with both Tensorflow and PyTorch support.

Iciar2018 ⭐ 124

Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)

Axondeepseg ⭐ 112

Axon/Myelin segmentation using Deep Learning

AI-based pathology predicts origins for cancers of unknown primary - Nature

Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering

Deepslice ⭐ 56

A python package which aligns histology to the Allen Brain Atlas and Waxholm rat atlas using deep learning.

Bayesian Inference of Slide-level Confidence via Uncertainty Index Thresholding

Code for the im4MEC model described in the paper 'Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts'.

Deephistreg ⭐ 9

Code used to create the DeepHistReg submission to the ANHIR challenge.

Hegnnenhancecnn ⭐ 5

Graph + Image Bimodal Deep Learning for Histology Image Classification

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