nadavlab / CPLLM
☆29Updated 4 months ago
Alternatives and similar repositories for CPLLM:
Users that are interested in CPLLM are comparing it to the libraries listed below
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆31Updated 6 months ago
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆20Updated last year
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆89Updated 3 months ago
- [ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval☆26Updated this week
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆20Updated 7 months ago
- ☆32Updated last year
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated last year
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated last year
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆28Updated last year
- Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.☆12Updated 2 years ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆38Updated 9 months ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆29Updated 3 months ago
- ☆10Updated last year
- The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"☆20Updated 11 months ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆13Updated 8 months ago
- COVID-19 EHR data analysis pipeline☆20Updated 3 months ago
- ☆22Updated 2 months ago
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆24Updated last year
- An offical implementation of EHRDiff [TMLR]☆25Updated 9 months ago
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆50Updated 3 weeks ago
- Taking off-the-shelf HuggingFace models and training them on EHR data☆20Updated last month
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆19Updated last month
- Code repository to create the MIMIC-CDM Dataset.☆28Updated 2 months ago
- ☆124Updated 10 months ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆35Updated 2 months ago
- ☆33Updated last year
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆17Updated 3 months ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆20Updated 10 months ago
- ☆12Updated last year