Alternatives and similar repositories for causal_ehr_mimic:

Users that are interested in causal_ehr_mimic are comparing it to the libraries listed below

• hoon9405 / UniHPF
  UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge
  ☆12Updated last year
• justin13601 / ACES
  ACES: Automatic Cohort Extraction System for Event-Streams
  ☆28Updated this week
• mmcdermott / MIMICIV_FMs_public
  Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.
  ☆14Updated last year
• Jwoo5 / integrated-ehr-pipeline
  ☆14Updated 6 months ago
• hoon9405 / DescEmb
  DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding
  ☆20Updated 10 months ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• AI4HealthUOL / MDS-ED
  Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.
  ☆14Updated 4 months ago
• ji-youn-kim / EHRNoteQA
  [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"
  ☆29Updated last month
• starmpcc / REMed
  REMed: Retrieval-Enhanced Medical prediction model
  ☆15Updated last month
• stefanhgm / patient_summaries_with_llms
  Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"
  ☆12Updated 6 months ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated last year
• mmcdermott / MEDS_transforms
  A simple set of MEDS polars-based ETL and transformation functions
  ☆26Updated this week
• whaleloops / TransformEHR
  ☆32Updated last year
• dustn1259 / EHRCon
  Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
  ☆18Updated 5 months ago
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆29Updated 2 years ago
• ipolharvard / ethos-paper
  ☆54Updated 2 months ago
• yhzhu99 / llm4healthcare
  Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data
  ☆21Updated last year
• deepmedicine / Targeted-BEHRT
  Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
  ☆19Updated last year
• XZhang97666 / MultimodalMIMIC
  ☆29Updated last year
• paulhager / MIMIC-Clinical-Decision-Making-Dataset
  Code repository to create the MIMIC-CDM Dataset.
  ☆26Updated 2 weeks ago
• ratschlab / circEWS
  circEWS public code
  ☆66Updated 3 months ago
• mmcdermott / MEDS-DEV
  The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health
  ☆20Updated this week
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆52Updated last year
• RyanWangZf / MediTab
  The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"
  ☆18Updated 9 months ago
• mmcdermott / MEDS_Tabular_AutoML
  Limited automatic tabular ML pipelines for generic MEDS datasets.
  ☆14Updated this week
• paulhager / MIMIC-Clinical-Decision-Making-Framework
  Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.
  ☆32Updated 2 weeks ago
• XiaochenWang-PSU / MedHMP
  Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".
  ☆16Updated 10 months ago
• emnlp-mimic / mimic
  ☆22Updated 3 years ago
• cumc-dbmi / cehrbert
  CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
  ☆32Updated this week