hoon9405 / UniHPFLinks
UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge
☆13Updated last year
Alternatives and similar repositories for UniHPF
Users that are interested in UniHPF are comparing it to the libraries listed below
Sorting:
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆21Updated 3 months ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆33Updated 7 months ago
- "Knowledge Graph-based Question Answering with Electronic Health Records", accepted at Machine Learning for Health Care (MLHC) 2021☆36Updated last year
- REMed: Retrieval-Enhanced Medical prediction model☆19Updated 7 months ago
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆29Updated 2 years ago
- ☆22Updated 3 years ago
- ☆14Updated last year
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated 2 years ago
- Training HuggingFace models on EHR data☆28Updated last month
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆20Updated 3 months ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆19Updated last year
- ☆62Updated 2 years ago
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆95Updated last year
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆16Updated last month
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆26Updated last year
- General Healthcare Predictive Framework☆17Updated 5 months ago
- Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…☆114Updated last month
- NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records☆41Updated last month
- Code for submission XXXX☆11Updated 2 years ago
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated last year
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆23Updated last year
- Official Codes for "Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes"☆107Updated last year
- Latex template for AMIA submissions (originally by Antonio Jimeno Yepes)☆17Updated 11 months ago
- ☆29Updated 4 years ago
- ☆40Updated 2 years ago
- auto icd coding with prompt☆49Updated last year
- ☆35Updated 2 years ago
- Limited automatic tabular ML pipelines for generic MEDS datasets.☆18Updated 2 weeks ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆34Updated 3 years ago
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆34Updated 2 months ago