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
  Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data
  ☆43Updated this week
• mmcdermott / MEDS_transforms
  A simple set of MEDS polars-based ETL and transformation functions
  ☆24Updated last month
• ipolharvard / ethos-paper
  ☆46Updated last month
• mmcdermott / MEDS-DEV
  The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health
  ☆14Updated last month
• Medical-Event-Data-Standard / meds_etl
  A collection of ETLs from common data formats to Medical Event Data Standard
  ☆25Updated 2 months ago
• Oufattole / meds-torch
  ☆18Updated this week
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆51Updated last year
• 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
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆91Updated 7 months ago
• som-shahlab / meds_reader
  ☆15Updated last month
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆58Updated 3 weeks ago
• mmcdermott / MIMICIV_FMs_public
  Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.
  ☆13Updated last year
• sajaddarabi / TAPER-EHR
  Patient Code & Text Representation Learning
  ☆20Updated last year
• cumc-dbmi / cehrbert
  CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
  ☆32Updated this week
• mmcdermott / MEDS_Tabular_AutoML
  Limited automatic tabular ML pipelines for generic MEDS datasets.
  ☆12Updated last month
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆108Updated last year
• som-shahlab / femr
  FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…
  ☆120Updated last week
• ratschlab / circEWS
  circEWS public code
  ☆64Updated 2 months ago
• ZhiGroup / CovRNN
  ☆12Updated 3 years ago
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆29Updated 2 years ago
• deepmedicine / Targeted-BEHRT
  Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
  ☆18Updated last year
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated last year
• EmmaRocheteau / TPC-LoS-prediction
  This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …
  ☆76Updated last year
• alistairewj / mimic-iv-aline-study
  Replication of the arterial line study in MIMIC-IV
  ☆66Updated 3 years ago
• landiisotta / convae_architecture
  ☆38Updated 2 years ago
• yikuan8 / MIMIC-IV-Postgres
  Installing MIMIC-IV in a local Postgres database
  ☆39Updated 3 years ago
• Jwoo5 / integrated-ehr-pipeline
  ☆14Updated 5 months ago
• healthylaife / MIMIC-IV-Data-Pipeline
  A customizable pipeline for data extraction from MIMIC-IV.
  ☆200Updated last year
• eth-mds / ricu
  🏥 ICU data with R 🏥
  ☆39Updated last month