[ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"
☆84May 5, 2024Updated 2 years ago
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☆168Nov 19, 2024Updated last year
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆92Dec 24, 2024Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆66Apr 21, 2024Updated 2 years ago
- ☆31Mar 15, 2024Updated 2 years ago
- [CVPR 2025] Implementation of "Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder"☆24Feb 3, 2026Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A toolkit for computational pathology analysis including cancer subtyping, survial analysis, report generation, and biomark prediction.☆21Jan 19, 2025Updated last year
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆256Mar 11, 2022Updated 4 years ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆120Feb 22, 2025Updated last year
- TCGA Pathology Reports in Machine Readable Text☆65May 30, 2024Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆120Dec 16, 2025Updated 7 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆96Jun 23, 2026Updated last month
- [NeurIPS'24] Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement - NeurIPS 2…☆16Nov 19, 2024Updated last year
- The implementations for NeurIPS 2024 paper "Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Surviv…☆15Jun 11, 2025Updated last year
- Multimodal fusion for heterogeneous biomedical data. NeurIPS 2024.☆115Dec 10, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆72May 5, 2025Updated last year
- ☆52May 19, 2025Updated last year
- ☆23Aug 17, 2025Updated 11 months ago
- ☆19Aug 3, 2025Updated last year
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆53May 1, 2026Updated 3 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆150Feb 22, 2025Updated last year
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆42Nov 4, 2023Updated 2 years ago
- [ICLR 2025] Stem: Gene Expression Inference from Histology Images☆54Apr 15, 2025Updated last year
- ☆30Aug 18, 2023Updated 2 years 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.
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆85Dec 23, 2024Updated last year
- [ICME 2024] Code for H2GT☆17Oct 29, 2024Updated last year
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated 2 years ago
- Hierarchical Deep Multiple Instance Learning☆13Jun 30, 2023Updated 3 years ago
- ☆90Jun 2, 2026Updated 2 months ago
- Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival☆13Dec 11, 2024Updated last year
- ☆57May 18, 2023Updated 3 years ago
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆249Feb 7, 2023Updated 3 years ago
- ☆20Jul 26, 2025Updated last year
- 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.
- PrePATH: A parallel toolkit for Preprocessing WSI☆53Mar 27, 2026Updated 4 months ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆116Oct 15, 2024Updated last year
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆68Mar 17, 2025Updated last year
- TCGA Pathology Reports in Machine Readable Text☆16Jan 2, 2024Updated 2 years ago
- ☆85May 18, 2025Updated last year
- ☆13May 31, 2023Updated 3 years ago
- Multi-stain graph self attention multiple instance learning for histopathology Whole Slide Images - BMVC 2023☆14Feb 20, 2025Updated last year