mahmoodlab / MIL-LabLinks
Feather - Lightweight supervised slide foundation models (ICML 2025)
☆81Updated 3 weeks ago
Alternatives and similar repositories for MIL-Lab
Users that are interested in MIL-Lab are comparing it to the libraries listed below
Sorting:
- Multimodal prototyping for cancer survival prediction - ICML 2024☆91Updated 6 months ago
- Standardized benchmark for computational pathology foundation models.☆96Updated 2 weeks ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆138Updated 6 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆144Updated 9 months ago
- Awesome List of Digital and Computational Pathology Resources☆70Updated 7 months ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆81Updated last year
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆105Updated 10 months ago
- Solid Tumor Associative Modeling in Pathology☆84Updated last week
- ☆27Updated 6 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆61Updated 8 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆97Updated 5 months ago
- Histopathology Slides Preprocessing Pipeline☆42Updated 5 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆74Updated 5 months ago
- List of pathology feature extractors and foundation models☆147Updated 2 months ago
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆102Updated 7 months ago
- ☆54Updated 2 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆58Updated 6 months ago
- This package provides tools for training supervised machine learning models for computational pathology tasks using tile-level embeddings…☆39Updated 3 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
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆105Updated 2 years ago
- ☆102Updated last year
- ☆55Updated 3 years ago
- Amgad M, Salgado R, Cooper LA. A panoptic segmentation approach for tumor-infiltrating lymphocyte assessment: development of the MuTILs m…☆24Updated 2 months ago
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆31Updated last year
- First commit☆62Updated 3 years ago
- ☆23Updated 9 months ago
- Repository for the Giga-SSL paper☆25Updated 10 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆154Updated last year
- Tools to build deep learning pipelines.☆105Updated 9 months ago
- A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular state revelation of gliom…☆36Updated 8 months ago