Alternatives and similar repositories for AI-Clinician-MIMICIV

Users that are interested in AI-Clinician-MIMICIV are comparing it to the libraries listed below

• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆124Updated 2 years ago
• KenSciResearch / fairMLHealth
  Healthcare-specific tools for bias analysis
  ☆39Updated 3 years ago
• alistairewj / mimic-iv-aline-study
  Replication of the arterial line study in MIMIC-IV
  ☆75Updated 4 years ago
• arnepeine / ventai
  VentAI source code
  ☆30Updated last year
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆192Updated this week
• alistairewj / mechanical-power
  Study on mechanical power in MIMIC-III and eICU-CRD
  ☆37Updated 6 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 3 years ago
• vanderschaarlab / autoprognosis
  A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
  ☆171Updated 9 months ago
• RyanWangZf / SurvTRACE
  SurvTRACE: Transformers for Survival Analysis with Competing Events
  ☆61Updated 2 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆56Updated 11 months ago
• matthieukomorowski / AI_Clinician
  Reinforcement learning for medical decisions
  ☆120Updated 6 years ago
• LucaMD / SRL
  Reinforcement learning for sepsis
  ☆17Updated 5 years ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆133Updated 3 years ago
• aniruddhraghu / sepsisrl
  Reinforcement Learning for optimal sepsis treatment policies
  ☆106Updated 8 years ago
• MIT-LCP / mimic-website
  Website for the MIMIC Critical Care Database (currently version MIMIC-III)
  ☆124Updated 3 months ago
• chiragnagpal / deep_cox_mixtures
  Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021
  ☆29Updated 3 years ago
• vanderschaarlab / temporai
  TemporAI: ML-centric Toolkit for Medical Time Series
  ☆126Updated 2 years ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆119Updated 2 years ago
• yikuan8 / MIMIC-IV-Postgres
  Installing MIMIC-IV in a local Postgres database
  ☆44Updated 4 years ago
• eth-mds / ricu
  🏥 ICU data with R 🏥
  ☆54Updated 4 months ago
• uribyul / py_ai_clinician
  ☆50Updated 5 years ago
• i6092467 / vadesc
  A probabilistic model to cluster survival data in a variational deep clustering setting
  ☆30Updated 3 years ago
• landiisotta / convae_architecture
  ☆40Updated 3 years ago
• ratschlab / circEWS
  circEWS public code
  ☆74Updated 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…
  ☆98Updated 6 months ago
• MIT-LCP / physionet-build
  The new PhysioNet platform.
  ☆73Updated last week
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆58Updated 2 years ago
• mmcdermott / MEDS_transforms
  A simple set of MEDS polars-based ETL and transformation functions
  ☆39Updated last month
• vanderschaarlab / Interpretability
  Resources for Machine Learning Explainability
  ☆86Updated last year
• ryancburke / DNN_survival
  Comparing DeepHit and DeepSurv models on the SUPPORT dataset
  ☆19Updated 4 years ago