[ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"
☆78May 5, 2024Updated last year
Alternatives and similar repositories for PIBD
Users that are interested in PIBD 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☆162Nov 19, 2024Updated last year
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆86Dec 24, 2024Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆64Apr 21, 2024Updated last year
- ☆30Mar 15, 2024Updated 2 years ago
- [CVPR 2025] Implementation of "Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder"☆19Feb 3, 2026Updated last month
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆239Mar 11, 2022Updated 4 years ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆113Feb 22, 2025Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆112Dec 16, 2025Updated 3 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆89Mar 20, 2025Updated last year
- ☆23Aug 17, 2025Updated 7 months ago
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆67May 5, 2025Updated 10 months ago
- ☆20Aug 3, 2025Updated 7 months ago
- The implementations for NeurIPS 2024 paper "Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Surviv…☆12Jun 11, 2025Updated 9 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆146Feb 22, 2025Updated last year
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆41Nov 4, 2023Updated 2 years ago
- ☆49May 19, 2025Updated 10 months ago
- Multimodal fusion for heterogeneous biomedical data. NeurIPS 2024.☆109Dec 10, 2024Updated last year
- [ICME 2024] Code for H2GT☆17Oct 29, 2024Updated last year
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆83Dec 23, 2024Updated last year
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated last year
- Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival☆13Dec 11, 2024Updated last year
- Hierarchical Deep Multiple Instance Learning☆11Jun 30, 2023Updated 2 years ago
- [CVPR 2025] Official Repo of Paper "FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification"☆37Jun 6, 2025Updated 9 months ago
- ☆30Aug 18, 2023Updated 2 years ago
- ☆13May 31, 2023Updated 2 years ago
- [NeurIPS'24] Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement - NeurIPS 2…☆15Nov 19, 2024Updated last year
- ☆56May 18, 2023Updated 2 years ago
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆240Feb 7, 2023Updated 3 years ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆113Oct 15, 2024Updated last year
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Mar 17, 2025Updated last year
- PyTorch implementation of HisToGene☆52Nov 30, 2021Updated 4 years ago
- ☆34Dec 11, 2024Updated last year
- [ICLR 2025] Stem: Gene Expression Inference from Histology Images☆47Apr 15, 2025Updated 11 months ago
- Open source tools for computational pathology - Nature BME☆1,628Apr 14, 2025Updated 11 months ago
- TCGA Pathology Reports in Machine Readable Text☆15Jan 2, 2024Updated 2 years ago
- Multi-stain graph self attention multiple instance learning for histopathology Whole Slide Images - BMVC 2023☆14Feb 20, 2025Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆89Feb 3, 2025Updated last year
- [AAAI 2025] M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images☆14Dec 1, 2025Updated 3 months ago
- Vision-Language Pathology Foundation Model - Nature Medicine☆484Mar 26, 2025Updated 11 months ago