Alternatives and similar repositories for ACES:

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

• Medical-Event-Data-Standard / MEDS-DEV
  The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health
  ☆22Updated this week
• Medical-Event-Data-Standard / meds
  Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data
  ☆47Updated this week
• mmcdermott / MEDS_transforms
  A simple set of MEDS polars-based ETL and transformation functions
  ☆28Updated last week
• Medical-Event-Data-Standard / meds_etl
  A collection of ETLs from common data formats to Medical Event Data Standard
  ☆27Updated last week
• Oufattole / meds-torch
  ☆20Updated last week
• som-shahlab / meds_reader
  ☆17Updated 3 months ago
• ipolharvard / ethos-paper
  ☆65Updated last week
• mmcdermott / MEDS_Tabular_AutoML
  Limited automatic tabular ML pipelines for generic MEDS datasets.
  ☆14Updated last month
• deepmedicine / Targeted-BEHRT
  Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
  ☆20Updated 2 years ago
• som-shahlab / femr
  FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…
  ☆130Updated 2 weeks ago
• cumc-dbmi / cehrbert
  CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
  ☆35Updated last week
• mmcdermott / MIMICIV_FMs_public
  Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.
  ☆14Updated last year
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆64Updated 3 weeks ago
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆92Updated 9 months ago
• mmcdermott / EventStreamGPT
  Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…
  ☆111Updated 6 months ago
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated last year
• CogStack / Foresight
  Deep Generative Modelling of Patient Timelines using Electronic Health Records
  ☆55Updated last year
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆52Updated last year
• USM-CHU-FGuyon / BlendedICU
  OMOP standardization pipeline for ICU databases
  ☆39Updated 3 weeks ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• lrsoenksen / HAIM
  This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…
  ☆115Updated last year
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated last year
• whaleloops / TransformEHR
  ☆33Updated last year
• Jwoo5 / integrated-ehr-pipeline
  ☆14Updated 7 months ago
• soda-inria / causal_ehr_mimic
  Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how
  ☆15Updated 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'.
  ☆14Updated 5 months ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆108Updated last year
• hoon9405 / GenHPF
  General Healthcare Predictive Framework
  ☆15Updated this week
• landiisotta / convae_architecture
  ☆38Updated 3 years ago