bifold-pathomics / xMILLinks
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
☆22Updated 9 months ago
Alternatives and similar repositories for xMIL
Users that are interested in xMIL are comparing it to the libraries listed below
Sorting:
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆113Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆145Updated 10 months ago
- A vision language model for gigapixel whole slide images in histopathology☆86Updated 3 months ago
- ☆78Updated 7 months ago
- [ICLR 2025] Stem: Gene Expression Inference from Histology Images☆43Updated 8 months ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆108Updated 10 months ago
- Spatially Resolved Gene Expression Prediction from H&E Histology Images via Bi-modal Contrastive Learning☆82Updated last year
- A Vision-Language Benchmark for Microscopy Understanding☆28Updated 9 months ago
- Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023☆21Updated 2 years ago
- List of pathology feature extractors and foundation models☆163Updated 6 months ago
- Integrating histology and spatial transcriptomics - NeurIPS 2024☆347Updated last month
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆163Updated last year
- A foundation model framework for analyzing multiplexed tissue imaging data across molecular, cellular and tissue scales enabling clinical…☆48Updated 3 weeks ago
- Official repository for PLISM robustness benchmark of pathology foundation models (MICCAI 2025)☆16Updated last month
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆110Updated 11 months ago
- Standardized benchmark for computational pathology foundation models.☆121Updated last month
- STPath: A Generative Foundation Model for Integrating Spatial Transcriptomics and Whole Slide Images☆32Updated 5 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆155Updated last year
- Efficient Approach for Guided Local Examination in Digital Pathology☆32Updated 7 months ago
- Multi-stain graph self attention multiple instance learning for histopathology Whole Slide Images - BMVC 2023☆14Updated 10 months ago
- Python 3 library for the augmentation & normalization of H&E images☆62Updated 3 years ago
- Demographic bias in misdiagnosis by computational pathology models - Nature Medicine☆13Updated last year
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆143Updated 3 years ago
- ☆15Updated last year
- This repository contains the official implementation of the research paper: "Towards Training Large-Scale Pathology Foundation Models: fr…☆34Updated 11 months ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆124Updated 5 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆64Updated 10 months ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆68Updated 3 years ago
- machine-readable information for the TCGA dataset, mirrored from other sources☆21Updated 3 years ago
- Solid Tumor Associative Modeling in Pathology☆103Updated 3 weeks ago