The-Real-JerryChen / TRANSView external linksLinks
Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"
☆23Jun 5, 2024Updated last year
Alternatives and similar repositories for TRANS
Users that are interested in TRANS are comparing it to the libraries listed below
Sorting:
- CIKM'24☆10Oct 26, 2024Updated last year
- [Neural Networks'24] Multi-task Heterogeneous Graph Learning on Electronic Health Records☆18Sep 22, 2024Updated last year
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆20Apr 10, 2024Updated last year
- ☆11Dec 18, 2023Updated 2 years ago
- Official implementation of TACCO (Task-guided Co-clustering).☆15Aug 31, 2024Updated last year
- Self-supervised graph learning with hyperbolic embedding for temporal health event prediction (IEEE Cybernetics)☆15Oct 31, 2020Updated 5 years ago
- Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare (IJCAI 2021)☆22May 5, 2021Updated 4 years ago
- ☆39Feb 14, 2020Updated 6 years ago
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆41Sep 19, 2024Updated last year
- Knowledge-Based System'25☆11Dec 15, 2024Updated last year
- ☆39May 22, 2023Updated 2 years ago
- Knowledge-Based System'24☆12May 28, 2024Updated last year
- ☆28Aug 16, 2022Updated 3 years ago
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆59Aug 20, 2024Updated last year
- Graph Convolutional Transformer implemented in pytorch☆14Nov 24, 2020Updated 5 years ago
- ☆13Jun 1, 2023Updated 2 years ago
- Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction☆20Mar 19, 2025Updated 10 months ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆91Aug 1, 2023Updated 2 years ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Sep 4, 2024Updated last year
- ☆21Dec 5, 2023Updated 2 years ago
- The official implementation of our paper "MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Lea…☆67Jun 8, 2023Updated 2 years ago
- [ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval☆53Apr 14, 2025Updated 10 months ago
- ☆47Oct 25, 2023Updated 2 years ago
- Repository for the paper 'Enhancing Clinical Decision Support with Physiological Waveforms — A Multimodal Benchmark in Emergency Care'.☆22Apr 30, 2025Updated 9 months ago
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆40Jul 21, 2022Updated 3 years ago
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆18Nov 11, 2025Updated 3 months ago
- The pytorch implementation of "Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation" (SIGIR'…☆23Dec 28, 2022Updated 3 years ago
- [ICLR'24] Enhancing Healthcare Predictions with Personalized Knowledge Graphs☆199Feb 18, 2025Updated 11 months ago
- ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)☆22Nov 24, 2021Updated 4 years ago
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆22Feb 3, 2021Updated 5 years ago
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆28Jan 17, 2024Updated 2 years ago
- ☆20Aug 19, 2024Updated last year
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Jul 12, 2022Updated 3 years ago
- ☆32Jan 28, 2025Updated last year
- Implementation of FuseMoE for FlexiModal Fusion, NeurIPS'24☆33Oct 12, 2025Updated 4 months ago
- ☆27Dec 31, 2019Updated 6 years ago
- ☆30Feb 19, 2024Updated last year
- An offical implementation of EHRDiff [TMLR]☆31Jun 25, 2024Updated last year
- A Next Basket Recommendation Reality Check☆30Jun 28, 2022Updated 3 years ago