pathology topic

List pathology repositories

tiatoolbox

426
Stars
89
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Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

pcam

456
Stars
102
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The PatchCamelyon (PCam) deep learning classification benchmark.

histocartography

227
Stars
53
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A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

tcga_segmentation

113
Stars
34
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Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024

DeepLIIF

165
Stars
61
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Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]

slideflow

222
Stars
35
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Deep learning library for digital pathology, with both Tensorflow and PyTorch support.

Patch-GCN

103
Stars
29
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Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021

raccoon

50
Stars
11
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Raccoon is a NoSQL-based medical image archive for managing the DICOM images.

mCTSegmentation

40
Stars
2
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Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography