ArthurLeoM / SAFARILinks
Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.
☆12Updated 2 years ago
Alternatives and similar repositories for SAFARI
Users that are interested in SAFARI are comparing it to the libraries listed below
Sorting:
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆38Updated 11 months ago
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated last year
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆25Updated last year
- An offical implementation of EHRDiff [TMLR]☆26Updated last year
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆40Updated last year
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated 2 years ago
- ☆35Updated 2 years ago
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆21Updated 5 months ago
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆38Updated 3 years ago
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆26Updated last year
- COVID-19 EHR data analysis pipeline☆21Updated 8 months ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆24Updated 3 years ago
- Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)☆26Updated last year
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆57Updated last year
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Updated last year
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".☆21Updated last year
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆33Updated 7 months ago
- [arXiv'24] The official implementation code of LEADER.☆39Updated last year
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆23Updated last year
- Source code for ACL 2021 paper "Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism"☆14Updated 4 years ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆16Updated last month
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆29Updated 2 years ago
- ☆28Updated 11 months ago
- Code for paper Towards Mitigating LLM Hallucination via Self Reflection☆28Updated last year
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆82Updated 2 years ago
- A Paper collection for LLM based Patient Simulators☆52Updated 2 months ago
- Official repository of FactKG☆56Updated 4 months ago
- [ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval☆47Updated 4 months ago
- "Knowledge Graph-based Question Answering with Electronic Health Records", accepted at Machine Learning for Health Care (MLHC) 2021☆36Updated last year