Alternatives and similar repositories for AI_Clinician

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

• aniruddhraghu / sepsisrl
  Reinforcement Learning for optimal sepsis treatment policies
  ☆104Updated 7 years ago
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆119Updated 2 years ago
• uribyul / py_ai_clinician
  ☆49Updated 5 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆58Updated 7 months ago
• thxsxth / POMDP_RLSepsis
  Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies
  ☆26Updated 4 years ago
• 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
  ☆16Updated 5 years ago
• spfohl / cs238_sepsis_rl
  Learning to reinforcement learn and treating sepsis on the side
  ☆14Updated 7 years ago
• akiani / gym-sepsis
  Open AI Gym Environment For MIMIC Dataset Sepsis Patient
  ☆21Updated 2 years ago
• CaryLi666 / ID3QNE-algorithm
  ☆23Updated last year
• arnepeine / ventai
  VentAI source code
  ☆28Updated last year
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆196Updated 3 years ago
• GilesLuo / ReassessDTR
  ☆10Updated last year
• akiani / rlsepsis234
  CS234 Sepsis Simulator For RL
  ☆16Updated 2 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 …
  ☆79Updated 4 months ago
• point85AI / Policy-Iteration-AI-Clinician
  This is the companion GitHub repository for the point85 blog post on using Policy Iteration to treat sepsis.
  ☆14Updated 6 years ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• ratschlab / circEWS
  circEWS public code
  ☆70Updated 10 months ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 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
• MIT-LCP / eicu-code
  Code and website related to the eICU Collaborative Research Database
  ☆355Updated 8 months ago
• asjad99 / MIMIC_RL_COACH
  Clinical decision support - reinforcement learning agent for sepsis treatment in intensive care
  ☆36Updated 10 months ago
• MLD3 / RL-Set-Valued-Policy
  [ICML 2020] Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. https://arxiv.org/abs/20…
  ☆15Updated 4 years ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆58Updated 2 years ago
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆185Updated 7 months ago
• williamcaicedo / ISeeU
  ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU
  ☆28Updated 4 years ago
• google / ehr-predictions
  ☆106Updated 4 years ago
• sedab / EarlySepsisPrediction
  Early Prediction of Sepsis from Clinical Time Series Data
  ☆35Updated 5 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆25Updated 3 years ago
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆129Updated 11 months ago