Alternatives and similar repositories for POMDP_RLSepsis:

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

• akiani / gym-sepsis
  Open AI Gym Environment For MIMIC Dataset Sepsis Patient
  ☆20Updated 2 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆54Updated 3 months ago
• aniruddhraghu / sepsisrl
  Reinforcement Learning for optimal sepsis treatment policies
  ☆103Updated 7 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"
  ☆26Updated 6 years ago
• matthieukomorowski / AI_Clinician
  Reinforcement learning for medical decisions
  ☆106Updated 5 years ago
• spfohl / cs238_sepsis_rl
  Learning to reinforcement learn and treating sepsis on the side
  ☆14Updated 7 years ago
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆110Updated last year
• LucaMD / SRL
  Reinforcement learning for sepsis
  ☆15Updated 5 years ago
• CaryLi666 / ID3QNE-algorithm
  ☆20Updated 10 months ago
• akiani / rlsepsis234
  CS234 Sepsis Simulator For RL
  ☆16Updated 2 years ago
• uribyul / py_ai_clinician
  ☆45Updated 4 years 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…
  ☆16Updated 4 years ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆53Updated last year
• ratschlab / circEWS
  circEWS public code
  ☆68Updated 5 months ago
• arnepeine / ventai
  VentAI source code
  ☆27Updated last year
• EmmaRocheteau / TPC-LoS-prediction
  This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …
  ☆77Updated last week
• 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
• Meicheng-SEU / EASP
  The highest entry score from our team named SailOcean in the PhysioNet/Computing in Cardiology Challenge 2019. An Explainable Artificial …
  ☆22Updated 4 years ago
• choltz95 / MTGP-NN
  Early sepsis detection w/ multitask gaussian process neural network
  ☆15Updated 5 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 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…
  ☆76Updated last year
• kaggarwal / ClinicalNotesICU
  ☆24Updated 5 years ago
• zzzace2000 / mimic-preprocess
  MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
  ☆19Updated 5 years ago
• icu-sepsis / icu-sepsis
  ICU-Sepsis is a lightweight, yet challenging RL environment that models the treatment of sepsis in the ICU.
  ☆18Updated 6 months ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• mostafaalishahi / eICU_Benchmark
  ☆38Updated 2 years ago
• Accountable-Machine-Intelligence / AdaCare
  Source code for AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibrati…
  ☆23Updated 4 years ago
• clinicalml / gumbel-max-scm
  Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)
  ☆44Updated 4 years ago
• asjad99 / MIMIC_RL_COACH
  Clinical decision support - reinforcement learning agent for sepsis treatment in intensive care
  ☆32Updated 6 months ago