mahmoodlab / MMPLinks
Multimodal prototyping for cancer survival prediction - ICML 2024
☆113Updated 11 months ago
Alternatives and similar repositories for MMP
Users that are interested in MMP are comparing it to the libraries listed below
Sorting:
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆148Updated 11 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆160Updated last year
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆133Updated this week
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆114Updated last year
- Standardized benchmark for computational pathology foundation models.☆130Updated 3 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆108Updated last month
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆88Updated 10 months ago
- Solid Tumor Associative Modeling in Pathology☆110Updated 2 weeks ago
- ☆57Updated 2 years ago
- Awesome List of Digital and Computational Pathology Resources☆103Updated last year
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆83Updated 2 years ago
- TCGA Pathology Reports in Machine Readable Text☆58Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆161Updated last year
- ☆126Updated last year
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆117Updated 2 years ago
- Tools to build deep learning pipelines.☆113Updated last year
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆32Updated last year
- List of pathology feature extractors and foundation models☆167Updated last week
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆235Updated 3 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆66Updated 11 months ago
- A vision language model for gigapixel whole slide images in histopathology☆91Updated 5 months ago
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆113Updated last year
- ☆29Updated last year
- A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular state revelation of gliom…☆39Updated last year
- ☆57Updated 4 years ago
- GrandQC tool for tissue detection and quality control in pathology☆80Updated last month
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆85Updated last year
- This package provides tools for training supervised machine learning models for computational pathology tasks using tile-level embeddings…☆43Updated 8 months ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆78Updated 8 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆65Updated last year