[ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction".
☆86Dec 24, 2024Updated last year
Alternatives and similar repositories for MOTCat
Users that are interested in MOTCat are comparing it to the libraries listed below
Sorting:
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆237Mar 11, 2022Updated 3 years ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆63Apr 21, 2024Updated last year
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆161Nov 19, 2024Updated last year
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆78May 5, 2024Updated last year
- Repository for Mixture of Multimodal Experts☆47Aug 3, 2024Updated last year
- ☆30Mar 15, 2024Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆147Feb 22, 2025Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆109Dec 16, 2025Updated 2 months ago
- TCGA Pathology Reports in Machine Readable Text☆59May 30, 2024Updated last year
- ☆56May 18, 2023Updated 2 years ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆91Jan 7, 2026Updated last month
- Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival☆13Dec 11, 2024Updated last year
- Multimodal prototyping for cancer survival prediction - ICML 2024☆114Feb 22, 2025Updated last year
- Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer☆20Feb 28, 2024Updated 2 years ago
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated last year
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆88Mar 20, 2025Updated 11 months ago
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆34Jul 2, 2023Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Mar 17, 2025Updated 11 months ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆332Aug 22, 2022Updated 3 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆161May 14, 2024Updated last year
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆43Feb 10, 2026Updated 2 weeks ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Nov 4, 2023Updated 2 years ago
- ☆27Oct 26, 2021Updated 4 years ago
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆234Feb 7, 2023Updated 3 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆66Feb 18, 2025Updated last year
- ☆48May 19, 2025Updated 9 months ago
- ☆30Aug 18, 2023Updated 2 years ago
- SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding☆100Jan 19, 2026Updated last month
- [ICME 2024] Code for H2GT☆17Oct 29, 2024Updated last year
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆95Aug 25, 2023Updated 2 years ago
- ☆173Nov 11, 2023Updated 2 years ago
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆66May 5, 2025Updated 9 months ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆33Jan 7, 2025Updated last year
- ☆79May 13, 2025Updated 9 months ago
- Open source tools for computational pathology - Nature BME☆1,611Apr 14, 2025Updated 10 months ago
- ☆13Aug 7, 2024Updated last year
- Vision-Language Pathology Foundation Model - Nature Medicine☆471Mar 26, 2025Updated 11 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆83Dec 23, 2024Updated last year
- Iteratively Coupled Multiple Instance Learning☆24Nov 28, 2024Updated last year