[ICML 2020] Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. https://arxiv.org/abs/2007.12678, https://icml.cc/virtual/2020/poster/5797
☆15Dec 8, 2020Updated 5 years ago
Alternatives and similar repositories for RL-Set-Valued-Policy
Users that are interested in RL-Set-Valued-Policy are comparing it to the libraries listed below
Sorting:
- Study in eICU-CRD about vancomycin and associated nephrotoxicity☆10Mar 3, 2023Updated 3 years ago
- [NeurIPS 2022] Leveraging Factored Action Spaces for Efficient Offline RL in Healthcare. https://arxiv.org/abs/2305.01738☆11Nov 27, 2022Updated 3 years ago
- VentAI source code☆30Jan 23, 2024Updated 2 years ago
- Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies☆26Jun 12, 2021Updated 4 years ago
- Materials for the BIDMC datathon (Sat 29 Feb 2020)☆13Jun 17, 2024Updated last year
- ☆50Jul 3, 2020Updated 5 years ago
- Reinforcement learning for sepsis☆17Feb 14, 2020Updated 6 years ago
- ☆18Dec 18, 2025Updated 2 months ago
- Code for paper "Estimating Trustworthy Treatment Effects for Antibiotic Stewardship in Sepsis"☆18Mar 6, 2023Updated 2 years ago
- An R package to calculate time-dependent person cost and health functions e.g. quality-adjusted life-years with discounting.☆11Jul 20, 2021Updated 4 years ago
- Code for "Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies"☆16Oct 15, 2020Updated 5 years ago
- Individual claims history simulation machine☆19Sep 25, 2019Updated 6 years ago
- For this project, I used publicly available Electronic Health Records (EHRs) datasets. The MIT Media Lab for Computational Physiology has…☆20Mar 14, 2024Updated last year
- Reinforcement Learning for optimal sepsis treatment policies☆107Dec 18, 2017Updated 8 years ago
- The COVID-19 Early Warning System (CovEWS) is a real-time early warning system for assessing individual COVID-19 related mortality risk.☆18Apr 25, 2021Updated 4 years ago
- ACM CHIL 2020: "Survival Cluster Analysis"☆16Jan 26, 2021Updated 5 years ago
- circEWS public code☆76Oct 30, 2024Updated last year
- Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU☆17Jan 23, 2021Updated 5 years ago
- Tryangle is an automatic chainladder reserving framework. It provides scoring and optimisation methods based on machine learning techniqu…☆25Jun 11, 2023Updated 2 years ago
- Resources for the Society of Critical Care Medicine (SCCM) Datathon☆23Sep 24, 2024Updated last year
- Randomized Value Functions via Multiplicative Normalizing Flows☆17Jan 1, 2023Updated 3 years ago
- Repository for the HiRID ICU Benchmark (HiB) project☆59Jul 13, 2023Updated 2 years ago
- Repo for Oxygenation project proposed by KC at Datathon☆28Oct 8, 2019Updated 6 years ago
- Learning representations for RL in Healthcare under a POMDP assumption☆57Jan 21, 2025Updated last year
- Code repository for the manuscript: 'Assessing performance in prediction models with survival outcomes: practical guidance for Cox propor…☆33Oct 23, 2025Updated 4 months ago
- This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission' published in PLoS ONE July☆27Dec 9, 2018Updated 7 years ago
- TensorFlow implementation for our paper "Exploration via Hindsight Goal Generation"☆23Mar 11, 2022Updated 3 years ago
- Elizur is a finance library for actuaries, finance professionals, and students☆29Jan 23, 2026Updated last month
- Reinforcement learning for medical decisions☆125Dec 17, 2019Updated 6 years ago
- FiscalSim US is a microsimulation model of the US federal and state tax and benefit system relating to households and individuals.☆11Dec 20, 2024Updated last year
- Estimate the frequency and severity of claims to compute prior and posterior premiums. The GLM method is used with Poisson, Negative Bin…☆10Apr 26, 2018Updated 7 years ago
- Study on mechanical power in MIMIC-III and eICU-CRD☆37Jun 30, 2019Updated 6 years ago
- Property Casualty Data Model Specification☆35Jun 22, 2022Updated 3 years ago
- A documentation automation system for SaMD and medical device software. Documentation-as-code for ISO62304 compliant development processe…☆13Feb 8, 2026Updated 3 weeks ago
- ☆11Mar 23, 2022Updated 3 years ago
- OMOP standardization pipeline for ICU databases☆45Feb 24, 2025Updated last year
- ☆33Jan 13, 2022Updated 4 years ago
- All Python algorithms published by Open Source Modelling in one place.☆47May 12, 2025Updated 9 months ago
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆77Apr 25, 2024Updated last year