Alternatives and similar repositories for fairMLHealth

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

• vanderschaarlab / Interpretability
  Resources for Machine Learning Explainability
  ☆80Updated 9 months ago
• alistairewj / mortality-prediction
  Real time mortality prediction in the MIMIC-III database
  ☆53Updated 7 years ago
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆178Updated 5 months ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆132Updated 2 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆57Updated last year
• landiisotta / convae_architecture
  ☆40Updated 3 years ago
• EmmaRocheteau / TPC-LoS-prediction
  This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …
  ☆78Updated 2 months ago
• ratschlab / circEWS
  circEWS public code
  ☆69Updated 7 months ago
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆94Updated last year
• mlhcmit / psets
  Consolidate all problem sets into one repo
  ☆16Updated 3 months ago
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆72Updated this week
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆111Updated 2 years ago
• epierson9 / pain-disparities
  ☆28Updated 3 years ago
• chiragnagpal / deep_cox_mixtures
  Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021
  ☆29Updated 2 years ago
• justin13601 / ACES
  [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams
  ☆33Updated 2 weeks ago
• deepak-kaji / mimic-lstm
  This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…
  ☆77Updated last year
• yikuan8 / MIMIC-IV-Postgres
  Installing MIMIC-IV in a local Postgres database
  ☆41Updated 3 years ago
• interpretml / FasterRisk
  Create sparse and accurate risk scoring systems!
  ☆37Updated 10 months ago
• lrsoenksen / HAIM
  This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…
  ☆123Updated 2 years ago
• 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
  ☆62Updated last month
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆115Updated last year
• clinicalml / omop-learn
  Python package for machine learning for healthcare using a OMOP common data model
  ☆108Updated 2 years ago
• HPIMS / phe2vec
  Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records
  ☆24Updated 4 years ago
• alistairewj / reproducibility-mimic
  Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database
  ☆38Updated 7 years ago
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆129Updated 8 months ago
• mostafaalishahi / eICU_Benchmark
  ☆39Updated 3 years ago
• MIT-LCP / critical-data-book
  Code repository for the critical data book
  ☆75Updated 5 years ago
• Nic5472K / ScientificData2021_HealthGym
  ☆22Updated 2 years ago
• nliulab / mimic4ed-benchmark
  Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
  ☆83Updated 2 years ago