NYUMedML / conditional_ssl_hist
☆14Updated 2 years ago
Alternatives and similar repositories for conditional_ssl_hist:
Users that are interested in conditional_ssl_hist are comparing it to the libraries listed below
- Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"☆17Updated 6 months ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Updated 3 years ago
- This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics☆51Updated 2 years ago
- INSPECT dataset/benchmark paper, accepted by NeurIPS 2023☆27Updated 6 months ago
- Code for replicating results presented in the paper: "Quantifying Explainers of Graph Neural Networks in Computational Pathology"☆45Updated 3 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆83Updated last year
- ☆76Updated last year
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆44Updated last week
- Benchmarking toolkit for patch-based histopathology image classification.☆39Updated last year
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆61Updated 3 months ago
- Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis☆14Updated 2 years ago
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆31Updated 2 years ago
- ☆27Updated last year
- Bayesian Inference of Slide-level Confidence via Uncertainty Index Thresholding☆27Updated 5 months ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆24Updated 2 years ago
- ☆29Updated 3 years ago
- ☆31Updated last year
- ☆42Updated last year
- This repository contains the official implementation of the research paper: "Towards Training Large-Scale Pathology Foundation Models: fr…☆27Updated last month
- Generation of synthetic artefacts / digital pathology☆14Updated 3 years ago
- Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation☆24Updated 4 years ago
- DLBCL-Morph dataset containing high resolution tissue microarray scans from 209 DLBCL cases, with geometric features computed using deep …☆36Updated 4 years ago
- ☆7Updated 3 years ago
- ECCV-AIMIA 2022 paper: "Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images"☆12Updated last year
- ☆29Updated 2 years ago
- Data and code to accompany our Nature publication☆44Updated 2 years ago
- machine-readable information for the TCGA dataset, mirrored from other sources☆17Updated 2 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆22Updated 2 years ago
- A set of codes to classify H&E slides using deep learning☆29Updated 2 years ago