mahmoodlab / MIL-LabLinks
Feather - Lightweight supervised slide foundation models (ICML 2025)
☆90Updated 2 months ago
Alternatives and similar repositories for MIL-Lab
Users that are interested in MIL-Lab are comparing it to the libraries listed below
Sorting:
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆141Updated 7 months ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆94Updated 7 months ago
- Standardized benchmark for computational pathology foundation models.☆102Updated last month
- ☆27Updated 8 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆148Updated 10 months ago
- Awesome List of Digital and Computational Pathology Resources☆77Updated 8 months ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆81Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆61Updated 10 months ago
- Solid Tumor Associative Modeling in Pathology☆86Updated this week
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆108Updated 11 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆76Updated 6 months ago
- List of pathology feature extractors and foundation models☆153Updated 3 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆60Updated 7 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆96Updated 7 months ago
- ☆56Updated 2 years ago
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆32Updated last year
- This package provides tools for training supervised machine learning models for computational pathology tasks using tile-level embeddings…☆41Updated 4 months ago
- ☆56Updated 3 years ago
- Gpu accelerated vahadane stain normalization for Digital Pathology workflows.☆25Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆155Updated last year
- Histopathology Slides Preprocessing Pipeline☆42Updated 6 months ago
- TCGA Pathology Reports in Machine Readable Text☆52Updated last year
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆106Updated 8 months ago
- ☆101Updated last year
- ☆26Updated 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…☆66Updated 2 years ago
- A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular state revelation of gliom…☆36Updated 9 months ago
- Repository for the Giga-SSL paper☆25Updated 11 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆106Updated 2 years ago