mhxu1998 / FlexCare
KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction
☆11Updated 7 months ago
Alternatives and similar repositories for FlexCare:
Users that are interested in FlexCare are comparing it to the libraries listed below
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated last year
- Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction☆13Updated last month
- Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".☆17Updated 8 months ago
- [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"☆44Updated 5 months ago
- ☆10Updated last year
- Official implementation of TACCO (Task-guided Co-clustering).☆11Updated 7 months ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated last year
- ☆20Updated last year
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆31Updated 7 months ago
- COVID-19 EHR data analysis pipeline☆20Updated 3 months ago
- An offical implementation of EHRDiff [TMLR]☆25Updated 9 months ago
- ☆19Updated 8 months ago
- The code of “Prototypical Graph Contrastive Learning”. [TNNLS 2022]☆24Updated 2 years ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆20Updated 10 months ago
- Official code for ICLR 2023 paper "ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond "☆35Updated last year
- ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆32Updated last month
- ☆32Updated 2 years ago
- ☆32Updated last year
- ☆26Updated 2 years ago
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆16Updated last year
- ☆15Updated last year
- Medical multi-modal learning with missing modality data (MLHC 2023)☆12Updated last year
- ☆11Updated last year
- [Paper][ICLR 2025] Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning☆27Updated 3 weeks ago
- ☆26Updated 8 months ago
- ☆31Updated 2 years ago
- ICLR 2023 paper - ManyDG - Dataset processing and mode codes☆23Updated last year
- Code for paper 'Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity…☆12Updated last year
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆43Updated 8 months ago
- Code for Mind the Label Shift of Augmentation-based Graph OOD generalization (LiSA) in CVPR 2023. LiSA is a model-agnostic Graph OOD fram…☆16Updated last year