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
  ☆102Updated 7 years ago
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆115Updated last year
• uribyul / py_ai_clinician
  ☆45Updated 4 years ago
• thxsxth / POMDP_RLSepsis
  Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies
  ☆26Updated 4 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆55Updated 5 months ago
• CaryLi666 / ID3QNE-algorithm
  ☆22Updated 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"
  ☆26Updated 6 years ago
• LucaMD / SRL
  Reinforcement learning for sepsis
  ☆15Updated 5 years ago
• akiani / gym-sepsis
  Open AI Gym Environment For MIMIC Dataset Sepsis Patient
  ☆20Updated 2 years ago
• arnepeine / ventai
  VentAI source code
  ☆28Updated last year
• spfohl / cs238_sepsis_rl
  Learning to reinforcement learn and treating sepsis on the side
  ☆14Updated 7 years ago
• GilesLuo / ReassessDTR
  ☆10Updated last year
• akiani / rlsepsis234
  CS234 Sepsis Simulator For RL
  ☆16Updated 2 years 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
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆196Updated 3 years ago
• icu-sepsis / icu-sepsis
  ICU-Sepsis is a lightweight, yet challenging RL environment that models the treatment of sepsis in the ICU.
  ☆19Updated 8 months ago
• ratschlab / circEWS
  circEWS public code
  ☆69Updated 7 months ago
• asjad99 / MIMIC_RL_COACH
  Clinical decision support - reinforcement learning agent for sepsis treatment in intensive care
  ☆34Updated 8 months 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
• cbmi-uthsc / sepsisPrediction
  ☆33Updated 3 years ago
• alistairewj / mechanical-power
  Study on mechanical power in MIMIC-III and eICU-CRD
  ☆34Updated 5 years ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆57Updated last year
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• healthylaife / MIMIC-IV-Data-Pipeline
  A customizable pipeline for data extraction from MIMIC-IV.
  ☆235Updated last year
• 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
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆140Updated last year
• williamcaicedo / ISeeU
  ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU
  ☆28Updated 4 years ago
• Srivatsan-Srinivasan / Inverse_Reinforcement-Learning-Sepsis
  This repository will be used to share all documents related to CS282 RL in Healthcare Final Project.
  ☆9Updated 7 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 / 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