hoon9405 / GenHPFLinks
General Healthcare Predictive Framework
☆17Updated 3 months ago
Alternatives and similar repositories for GenHPF
Users that are interested in GenHPF are comparing it to the libraries listed below
Sorting:
- ☆14Updated 10 months ago
- A collection of ETLs from common data formats to Medical Event Data Standard☆31Updated 3 weeks ago
- A simple set of MEDS polars-based ETL and transformation functions☆33Updated 2 weeks ago
- ☆21Updated 2 weeks ago
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆33Updated 3 weeks ago
- Training HuggingFace models on EHR data☆26Updated 3 weeks ago
- REMed: Retrieval-Enhanced Medical prediction model☆19Updated 5 months ago
- Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data☆62Updated last month
- The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health☆26Updated 3 weeks ago
- Limited automatic tabular ML pipelines for generic MEDS datasets.☆17Updated 2 weeks ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks☆35Updated last month
- Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…☆113Updated 3 months ago
- ☆72Updated 3 months ago
- Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.☆83Updated 2 years ago
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆21Updated last month
- 🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…☆72Updated this week
- ☆35Updated 2 years ago
- FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…☆144Updated this week
- NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records☆36Updated 6 months ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆14Updated 10 months ago
- A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)☆176Updated 3 weeks ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆18Updated last year
- ☆39Updated 2 years ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆32Updated 5 months ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated 2 years ago
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆19Updated last month
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆22Updated 10 months ago
- ☆39Updated last year
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆94Updated last year