Alternatives and similar repositories for POMDP_RLSepsis

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

• aniruddhraghu / sepsisrl
  Reinforcement Learning for optimal sepsis treatment policies
  ☆103Updated 7 years ago
• matthieukomorowski / AI_Clinician
  Reinforcement learning for medical decisions
  ☆116Updated 5 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆58Updated 6 months 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
  ☆117Updated 2 years ago
• akiani / gym-sepsis
  Open AI Gym Environment For MIMIC Dataset Sepsis Patient
  ☆21Updated 2 years ago
• uribyul / py_ai_clinician
  ☆47Updated 5 years ago
• LucaMD / SRL
  Reinforcement learning for sepsis
  ☆16Updated 5 years 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"
  ☆27Updated 7 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 3 months ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• arnepeine / ventai
  VentAI source code
  ☆28Updated last year
• ratschlab / circEWS
  circEWS public code
  ☆70Updated 9 months ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆58Updated 2 years ago
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆196Updated 3 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆25Updated 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
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆129Updated 10 months ago
• akiani / rlsepsis234
  CS234 Sepsis Simulator For RL
  ☆16Updated 2 years ago
• williamcaicedo / ISeeU
  ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU
  ☆28Updated 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…
  ☆15Updated 4 years ago
• mostafaalishahi / eICU_Benchmark
  ☆40Updated 3 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
• kaggarwal / ClinicalNotesICU
  ☆25Updated 5 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
• asjad99 / MIMIC_RL_COACH
  Clinical decision support - reinforcement learning agent for sepsis treatment in intensive care
  ☆36Updated 9 months ago
• chl8856 / AC_TPC
  AC_TPC: Temporal Phenotyping using Deep Predicting Clustering of Disease Progression
  ☆46Updated 4 years ago
• MIT-LCP / eicu-code
  Code and website related to the eICU Collaborative Research Database
  ☆352Updated 7 months ago