Alternatives and similar repositories for DTR-Bench

Users that are interested in DTR-Bench are comparing it to the libraries listed below

• CaryLi666 / ID3QNE-algorithm
  ☆24Updated last year
• thxsxth / POMDP_RLSepsis
  Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies
  ☆26Updated 4 years ago
• GilesLuo / ReassessDTR
  ☆11Updated last year
• uribyul / py_ai_clinician
  ☆50Updated 5 years ago
• hemerson1 / offline-glucose
  The code release for "Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes".
  ☆18Updated 4 months ago
• matthieukomorowski / AI_Clinician
  Reinforcement learning for medical decisions
  ☆117Updated 5 years ago
• MLforHealth / rl_representations
  Learning representations for RL in Healthcare under a POMDP assumption
  ☆56Updated 10 months ago
• microsoft / mimic_sepsis
  Sepsis cohort from MIMIC dataset
  ☆124Updated 2 years ago
• arnepeine / ventai
  VentAI source code
  ☆28Updated last year
• aniruddhraghu / sepsisrl
  Reinforcement Learning for optimal sepsis treatment policies
  ☆105Updated 7 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.
  ☆15Updated 6 years ago
• akiani / gym-sepsis
  Open AI Gym Environment For MIMIC Dataset Sepsis Patient
  ☆22Updated 3 years ago
• MLD3 / RL4BG
  Public code release for "Deep Reinforcement Learning for Closed-Loop Blood Glucose Control" (Ian Fox et al.), MLHC 2020. https://arxiv.or…
  ☆13Updated 4 years ago
• choltz95 / MTGP-NN
  Early sepsis detection w/ multitask gaussian process neural network
  ☆15Updated 6 years ago
• rlditr23 / RL-DITR
  ☆26Updated 2 years ago
• ioanabica / Invariant-Causal-Imitation-Learning
  Code for NeurIPS 2021 paper: "Invariant Causal Imitation Learning for Generalizable Policies" by I. Bica, D. Jarrett, M. van der Schaar
  ☆28Updated 3 years ago
• spfohl / cs238_sepsis_rl
  Learning to reinforcement learn and treating sepsis on the side
  ☆14Updated 8 years ago
• LucaMD / SRL
  Reinforcement learning for sepsis
  ☆17Updated 5 years ago
• ZhaozhiQIAN / SyncTwin-NeurIPS-2021
  Code for SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021)
  ☆11Updated 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 5 years ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆58Updated 2 years ago
• icu-sepsis / icu-sepsis
  ICU-Sepsis is a lightweight, yet challenging RL environment that models the treatment of sepsis in the ICU.
  ☆33Updated last year
• nderus / DeepHit-PyTorch
  Implementation of the DeepHit model for survival analysis with competing risks using PyTorch
  ☆14Updated last year
• tedinburgh / sepsis3-amsterdamumcdb
  Operationalising Sepsis-3 criteria in AmsterdamUMCdb, to accompany the AmsterdamUMCdb GitHub
  ☆11Updated last year
• ratschlab / circEWS
  circEWS public code
  ☆74Updated last year
• MLD3 / OfflineRL_FactoredActions
  [NeurIPS 2022] Leveraging Factored Action Spaces for Efficient Offline RL in Healthcare. https://arxiv.org/abs/2305.01738
  ☆11Updated 3 years ago
• Nic5472K / ScientificData2021_HealthGym
  ☆25Updated last month
• ruoqi-liu / T4
  Code for paper "Estimating Trustworthy Treatment Effects for Antibiotic Stewardship in Sepsis"
  ☆18Updated 2 years ago
• mikelma / componet
  Source code of the ICML24 paper "Self-Composing Policies for Scalable Continual Reinforcement Learning" (selected for oral presentation)
  ☆23Updated last year
• Plankson / awesome-explainable-reinforcement-learning
  A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
  ☆256Updated 10 months ago