Multimodal prototyping for cancer survival prediction - ICML 2024
☆119Feb 22, 2025Updated last year
Alternatives and similar repositories for MMP
Users that are interested in MMP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆168Nov 19, 2024Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆150Feb 22, 2025Updated last year
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆67Feb 18, 2025Updated last year
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆116Oct 15, 2024Updated last year
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆256Mar 11, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆92Dec 24, 2024Updated last year
- ☆30Mar 15, 2024Updated 2 years ago
- Integrating histology and spatial transcriptomics - NeurIPS 2024☆428Apr 16, 2026Updated 3 months ago
- Toolkit for large-scale whole-slide image processing.☆616Updated this week
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆84May 5, 2024Updated 2 years ago
- Multimodal Whole Slide Foundation Model for Pathology - Nature Medicine☆361Dec 13, 2025Updated 7 months ago
- [CVPR 2025] Implementation of "Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder"☆24Feb 3, 2026Updated 6 months ago
- Standardized benchmark for computational pathology foundation models.☆153Nov 7, 2025Updated 9 months ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆151Feb 5, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆10Dec 30, 2024Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆120Dec 16, 2025Updated 7 months ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆66Apr 21, 2024Updated 2 years ago
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆53May 1, 2026Updated 3 months ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆26Sep 27, 2022Updated 3 years ago
- Open source tools for computational pathology - Nature BME☆1,722Apr 14, 2025Updated last year
- Repository for Mixture of Multimodal Experts☆52Aug 3, 2024Updated 2 years ago
- Vision-Language Pathology Foundation Model - Nature Medicine☆521Mar 26, 2025Updated last year
- Spatial Expression-Aligned Learning to improve pathology foundation models☆48Feb 17, 2026Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)☆621Mar 19, 2024Updated 2 years ago
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆172Jan 29, 2024Updated 2 years ago
- ☆106Nov 16, 2023Updated 2 years ago
- ☆360Mar 29, 2025Updated last year
- Demographic bias in misdiagnosis by computational pathology models - Nature Medicine☆15Apr 29, 2024Updated 2 years ago
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆273Dec 23, 2023Updated 2 years ago
- ☆15Jan 25, 2024Updated 2 years ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆85Dec 23, 2024Updated last year
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆249Feb 7, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Pathology Foundation Model - Nature Medicine☆764Mar 26, 2025Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆104Apr 6, 2026Updated 4 months ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆327Aug 22, 2022Updated 3 years ago
- Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data☆629Updated this week
- HCC_Deep_learning☆18Jun 8, 2020Updated 6 years ago
- Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer☆21Feb 28, 2024Updated 2 years ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆42Nov 4, 2023Updated 2 years ago