matthieukomorowski / AI_Clinician

Related projects ⓘ

Alternatives and complementary repositories for AI_Clinician

• aniruddhraghu / sepsisrl
  Reinforcement Learning for optimal sepsis treatment policies
  ☆101Updated 6 years ago
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆97Updated last year
• uribyul / py_ai_clinician
  ☆41Updated 4 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆51Updated 3 years ago
• CaryLi666 / ID3QNE-algorithm
  ☆20Updated 5 months ago
• thxsxth / POMDP_RLSepsis
  Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies
  ☆24Updated 3 years ago
• LucaMD / SRL
  Reinforcement learning for sepsis
  ☆14Updated 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"
  ☆26Updated 6 years ago
• arnepeine / ventai
  VentAI source code
  ☆26Updated 9 months ago
• akiani / gym-sepsis
  Open AI Gym Environment For MIMIC Dataset Sepsis Patient
  ☆18Updated last year
• point85AI / Policy-Iteration-AI-Clinician
  This is the companion GitHub repository for the point85 blog post on using Policy Iteration to treat sepsis.
  ☆14Updated 5 years ago
• spfohl / cs238_sepsis_rl
  Learning to reinforcement learn and treating sepsis on the side
  ☆14Updated 6 years ago
• akiani / rlsepsis234
  CS234 Sepsis Simulator For RL
  ☆16Updated last year
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆188Updated 2 years ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆52Updated last year
• ratschlab / circEWS
  circEWS public code
  ☆62Updated 3 weeks ago
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆69Updated 3 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 3 years ago
• alistairewj / mechanical-power
  Study on mechanical power in MIMIC-III and eICU-CRD
  ☆31Updated 5 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 …
  ☆76Updated last year
• 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 6 months 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 6 years ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆124Updated 2 years ago
• cbmi-uthsc / sepsisPrediction
  ☆32Updated 2 years ago
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆128Updated last month
• sedab / EarlySepsisPrediction
  Early Prediction of Sepsis from Clinical Time Series Data
  ☆34Updated 4 years ago
• Nic5472K / ScientificData2021_HealthGym
  ☆20Updated last year
• healthylaife / MIMIC-IV-Data-Pipeline
  A customizable pipeline for data extraction from MIMIC-IV.
  ☆185Updated 10 months ago
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆157Updated 2 weeks ago
• nus-mornin-lab / echo-mimiciii
  Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database
  ☆49Updated 3 years ago