FT-ZHOU-ZZZ / iMD4GCLinks
Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer
☆19Updated last year
Alternatives and similar repositories for iMD4GC
Users that are interested in iMD4GC are comparing it to the libraries listed below
Sorting:
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆77Updated last year
- ☆27Updated 4 years ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆76Updated 10 months ago
- The official pytorch implementation for MSCPT (IEEE TMI 2025)☆30Updated 4 months ago
- ☆57Updated 2 years ago
- ☆27Updated last year
- [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》☆54Updated 11 months ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆30Updated 10 months ago
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆79Updated 10 months ago
- Repository for Mixture of Multimodal Experts☆45Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆61Updated last year
- [ECCV 2024 Oral] Knowledge-enhanced pretraining for computational pathology☆45Updated last month
- Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival☆13Updated 11 months ago
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆62Updated 6 months ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆66Updated 8 months ago
- SI-MIL☆31Updated 10 months ago
- ☆30Updated 2 years ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆46Updated 2 years ago
- [2024][MICCAI] LLM-guided Multi-modal Multiple Instance Learning for 5-year Overall Survival Prediction of Lung Cancer☆14Updated last year
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆38Updated last year
- [CVPR 2025] Official Repo of Paper "FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification"☆29Updated 5 months ago
- Iteratively Coupled Multiple Instance Learning☆22Updated 11 months ago
- [ICCV'23] ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image A…☆15Updated 2 years ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆19Updated last year
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Updated 2 years ago
- ☆13Updated 2 years ago
- ☆32Updated 3 years ago
- PyTorch implementation of GCMAE☆37Updated last year
- A repository for Prototype Attention-based Multiple Instance Learning.☆13Updated last year
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆79Updated 7 months ago