DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)
☆60Aug 20, 2024Updated last year
Alternatives and similar repositories for drfuse
Users that are interested in drfuse are comparing it to the libraries listed below
Sorting:
- Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".☆25Aug 2, 2024Updated last year
- Medical multi-modal learning with missing modality data (MLHC 2023)☆14Aug 1, 2023Updated 2 years ago
- ☆21Dec 5, 2023Updated 2 years ago
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆30Jul 30, 2024Updated last year
- ☆10May 16, 2022Updated 3 years ago
- ☆25Nov 6, 2025Updated 4 months ago
- Official implementation of TACCO (Task-guided Co-clustering).☆15Aug 31, 2024Updated last year
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆24Jun 5, 2024Updated last year
- [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"☆70Jun 9, 2025Updated 8 months ago
- [ACM-MM'24 Oral] PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates☆31Jun 4, 2025Updated 9 months ago
- A curated list of balanced multimodal learning methods.☆159Updated this week
- ☆19Jan 21, 2025Updated last year
- ☆28Aug 16, 2022Updated 3 years ago
- ☆41May 22, 2023Updated 2 years ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Sep 4, 2024Updated last year
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆43Jan 15, 2025Updated last year
- A comprehensive review of techniques to address the missing-modality problem for medical images☆100Oct 14, 2025Updated 4 months ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆35Sep 28, 2023Updated 2 years ago
- ☆40Apr 16, 2024Updated last year
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Jan 24, 2024Updated 2 years ago
- This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"☆18Jan 22, 2024Updated 2 years ago
- The official code repository of ShaSpec model from CVPR 2023 [paper](https://arxiv.org/pdf/2307.14126) "Multi-modal Learning with Missing…☆91Apr 16, 2025Updated 10 months ago
- offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning☆85May 26, 2024Updated last year
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆28Jan 17, 2024Updated 2 years ago
- EHR datasets preprocessing scripts☆11Jan 31, 2024Updated 2 years ago
- Code for the paper "ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?"☆31Jun 18, 2025Updated 8 months ago
- ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆49Mar 18, 2025Updated 11 months ago
- Official Code for "Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning" (ICLR 2025)☆12Mar 6, 2025Updated last year
- CIKM'24☆10Oct 26, 2024Updated last year
- This repository contains the official code for "Flexible Biometrics Recognition: Bridging the Multimodality Gap through Attention, Alignm…☆11Oct 9, 2024Updated last year
- ☆11Dec 18, 2023Updated 2 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆10Dec 28, 2023Updated 2 years ago
- SynthEHRella is a benchmarking package used for evaluating synthetic Electronic Health Records (EHR) data generation methods.☆14Sep 17, 2025Updated 5 months ago
- ☆12Sep 30, 2024Updated last year
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆16Jan 21, 2024Updated 2 years ago
- [IJCAI' 22] Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation.☆25Aug 4, 2022Updated 3 years ago
- Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network. Nature Computational Science. 20…☆30Oct 20, 2023Updated 2 years ago
- GFE-Mamba: Generative Feature Extraction and Mamba Classifier for Multimodal Prediction of Alzheimer's Progression from MCI☆32Aug 31, 2025Updated 6 months ago
- ☆101Sep 24, 2024Updated last year