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
  ☆13Updated last year
• justin13601 / ACES
  [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams
  ☆32Updated this week
• som-shahlab / hf_ehr
  Taking off-the-shelf HuggingFace models and training them on EHR data
  ☆24Updated last month
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• whaleloops / TransformEHR
  ☆34Updated last year
• hoon9405 / DescEmb
  DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding
  ☆21Updated last week
• mmcdermott / MIMICIV_FMs_public
  Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.
  ☆16Updated last year
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• XZhang97666 / MultimodalMIMIC
  ☆33Updated last year
• paulhager / MIMIC-Clinical-Decision-Making-Dataset
  Code repository to create the MIMIC-CDM Dataset.
  ☆31Updated 3 months ago
• Jwoo5 / integrated-ehr-pipeline
  ☆14Updated 8 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"
  ☆30Updated 3 months ago
• Medical-Event-Data-Standard / MEDS-DEV
  The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health
  ☆26Updated 3 weeks ago
• ratschlab / circEWS
  circEWS public code
  ☆68Updated 6 months ago
• hoon9405 / GenHPF
  General Healthcare Predictive Framework
  ☆17Updated last month
• paulhager / MIMIC-Clinical-Decision-Making-Framework
  Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.
  ☆37Updated 3 months ago
• dustn1259 / EHRCon
  Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
  ☆21Updated 8 months ago
• mmcdermott / MEDS_transforms
  A simple set of MEDS polars-based ETL and transformation functions
  ☆30Updated 2 weeks ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆54Updated last year
• AI4HealthUOL / MDS-ED
  Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.
  ☆18Updated last week
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆67Updated 2 weeks ago
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆31Updated 2 years ago
• RyanWangZf / MediTab
  The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"
  ☆20Updated last year
• starmpcc / REMed
  REMed: Retrieval-Enhanced Medical prediction model
  ☆17Updated 4 months ago
• mmcdermott / MEDS_Tabular_AutoML
  Limited automatic tabular ML pipelines for generic MEDS datasets.
  ☆16Updated this week
• stefanhgm / patient_summaries_with_llms
  Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"
  ☆14Updated 8 months ago
• AITRICS / Medical_Tri_Modal_Pilot
  Medical multi-modal learning with missing modality data (MLHC 2023)
  ☆13Updated last year
• cumc-dbmi / cehrbert
  CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
  ☆35Updated this week
• Oufattole / meds-torch
  ☆21Updated last week
• XiaochenWang-PSU / MedHMP
  Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".
  ☆18Updated last year