Alternatives and similar repositories for mimic_sepsis

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

• matthieukomorowski / AI_Clinician
  Reinforcement learning for medical decisions
  ☆116Updated 5 years ago
• aniruddhraghu / sepsisrl
  Reinforcement Learning for optimal sepsis treatment policies
  ☆105Updated 7 years ago
• uribyul / py_ai_clinician
  ☆50Updated 5 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆57Updated 10 months ago
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆197Updated 3 years ago
• arnepeine / ventai
  VentAI source code
  ☆28Updated last year
• thxsxth / POMDP_RLSepsis
  Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies
  ☆26Updated 4 years ago
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆190Updated 2 weeks ago
• healthylaife / MIMIC-IV-Data-Pipeline
  A customizable pipeline for data extraction from MIMIC-IV; now multimodal!
  ☆281Updated last week
• MLforHealth / MIMIC_Extract
  MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
  ☆455Updated last year
• MIT-LCP / eicu-code
  Code and website related to the eICU Collaborative Research Database
  ☆363Updated 11 months ago
• CaryLi666 / ID3QNE-algorithm
  ☆24Updated last year
• xuefeng7 / Improving-Sepsis-Treatment-Strategies
  This is the repository for paper "Improving Sepsis Treatment Strategies using Deep Reinforcement Learning and Mixture-of-Experts"
  ☆27Updated 7 years ago
• LucaMD / SRL
  Reinforcement learning for sepsis
  ☆17Updated 5 years ago
• MIT-LCP / mimic-iv
  Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code
  ☆290Updated 4 years ago
• ratschlab / circEWS
  circEWS public code
  ☆74Updated last year
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆59Updated 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
  ☆87Updated 2 weeks ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆25Updated 3 years ago
• justin13601 / ACES
  [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams
  ☆38Updated last month
• EmmaRocheteau / TPC-LoS-prediction
  This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …
  ☆82Updated 7 months ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• alistairewj / mechanical-power
  Study on mechanical power in MIMIC-III and eICU-CRD
  ☆37Updated 6 years ago
• Oufattole / meds-torch
  ☆26Updated 5 months ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆132Updated 3 years 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
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆97Updated 4 months ago
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆130Updated last year
• USM-CHU-FGuyon / BlendedICU
  OMOP standardization pipeline for ICU databases
  ☆44Updated 8 months ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆116Updated 2 years ago