Alternatives and similar repositories for SRL

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

• arnepeine / ventai
  VentAI source code
  ☆28Updated last year
• matthieukomorowski / AI_Clinician
  Reinforcement learning for medical decisions
  ☆116Updated 5 years ago
• aniruddhraghu / sepsisrl
  Reinforcement Learning for optimal sepsis treatment policies
  ☆103Updated 7 years ago
• uribyul / py_ai_clinician
  ☆47Updated 5 years ago
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆117Updated 2 years ago
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆196Updated 3 years ago
• thxsxth / POMDP_RLSepsis
  Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies
  ☆26Updated 4 years ago
• CaryLi666 / ID3QNE-algorithm
  ☆22Updated last year
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆58Updated 6 months ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• ratschlab / circEWS
  circEWS public code
  ☆70Updated 9 months ago
• GilesLuo / ReassessDTR
  ☆10Updated last year
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆58Updated 2 years ago
• nus-mornin-lab / oxygenation_kc
  Repo for Oxygenation project proposed by KC at Datathon
  ☆26Updated 5 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
• theonesp / vol_leak_index
  Study to test if Volume leak index (VLI) is a marker of severity of illness in sepsis.
  ☆12Updated 2 years ago
• alistairewj / mechanical-power
  Study on mechanical power in MIMIC-III and eICU-CRD
  ☆35Updated 6 years ago
• tedinburgh / sepsis3-amsterdamumcdb
  Operationalising Sepsis-3 criteria in AmsterdamUMCdb, to accompany the AmsterdamUMCdb GitHub
  ☆11Updated last year
• xuzhenxing2019 / sepsis_subphenotype
  ☆11Updated 3 years ago
• spfohl / cs238_sepsis_rl
  Learning to reinforcement learn and treating sepsis on the side
  ☆14Updated 7 years ago
• Ronet05 / GSoC-CBMI-eICU
  Sepsis Prediction using eICU database
  ☆16Updated 6 years ago
• MIT-LCP / eicu-code
  Code and website related to the eICU Collaborative Research Database
  ☆352Updated 7 months ago
• USM-CHU-FGuyon / BlendedICU
  OMOP standardization pipeline for ICU databases
  ☆43Updated 5 months ago
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆184Updated 6 months ago
• MIT-LCP / mimic-iv
  Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code
  ☆284Updated 4 years ago
• hhchang0210 / AKI-Prediction
  Deep Learning Models for AKI Prediction on MIMIC-III and eICU database
  ☆9Updated 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 10 months 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
• instigatorofawe / shockalert-documented
  Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU
  ☆16Updated 4 years ago