Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
☆20Mar 19, 2025Updated 11 months ago
Alternatives and similar repositories for SMART
Users that are interested in SMART are comparing it to the libraries listed below
Sorting:
- ☆11Dec 18, 2023Updated 2 years ago
- Knowledge-Based System'24☆12May 28, 2024Updated last year
- The source code of [WWW 2025] MoDiCF☆12Jul 12, 2025Updated 7 months ago
- ☆28Aug 16, 2022Updated 3 years ago
- Official implementation of TACCO (Task-guided Co-clustering).☆15Aug 31, 2024Updated last year
- Medical multi-modal learning with missing modality data (MLHC 2023)☆14Aug 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
- [arXiv'24] The official implementation code of LEADER.☆43Aug 31, 2024Updated last year
- Repo of pharmacophoric constrained heterogeneous-graph-transformer☆17Mar 30, 2023Updated 2 years ago
- Repository for the paper 'Enhancing Clinical Decision Support with Physiological Waveforms — A Multimodal Benchmark in Emergency Care'.☆22Apr 30, 2025Updated 10 months ago
- Python class for reading GE MUSE XML files. Returns a header with most of the file configurations and the lead's data is available as a N…☆17May 2, 2019Updated 6 years ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆42May 4, 2023Updated 2 years ago
- ☆41May 22, 2023Updated 2 years ago
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆18Nov 11, 2025Updated 3 months ago
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆20Apr 10, 2024Updated last year
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆21Jan 6, 2025Updated last year
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆28Jan 17, 2024Updated 2 years ago
- Python module to parse UMLS source files☆20Feb 27, 2023Updated 3 years ago
- ☆20Aug 19, 2024Updated last year
- ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)☆22Nov 24, 2021Updated 4 years ago
- Code for the paper "ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?"☆31Jun 18, 2025Updated 8 months ago
- COVID-19 EHR data analysis pipeline☆28Dec 28, 2024Updated last year
- Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".☆25Aug 2, 2024Updated last year
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆92Aug 1, 2023Updated 2 years ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆24Jun 5, 2024Updated last year
- Missing Modality Generation for Recommendaton☆37Apr 24, 2025Updated 10 months ago
- ICLR 2023 paper - ManyDG - Dataset processing and mode codes☆24Apr 14, 2024Updated last year
- Multi-domain Recommendation with Adapter Tuning☆34Mar 21, 2024Updated last year
- 基于Pytorch 框架复现的推荐系统的经典模型☆24Sep 24, 2019Updated 6 years ago
- A Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals☆35Updated this week
- The official implementation of our paper "MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Lea…☆67Jun 8, 2023Updated 2 years ago
- An offical implementation of EHRDiff [TMLR]☆31Jun 25, 2024Updated last year
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Mar 21, 2022Updated 3 years ago
- ☆10Dec 25, 2024Updated last year
- 🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…☆92Dec 3, 2025Updated 2 months ago
- Some resources (books, paper, video and online courses) about ML,DL,DM☆12Mar 14, 2021Updated 4 years ago
- Dataset2024☆11Jun 12, 2025Updated 8 months ago
- ☆39Feb 14, 2020Updated 6 years ago