Reinforcement learning for medical decisions
☆131Dec 17, 2019Updated 6 years ago
Alternatives and similar repositories for AI_Clinician
Users that are interested in AI_Clinician are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆51Jul 3, 2020Updated 5 years ago
- Reinforcement Learning for optimal sepsis treatment policies☆108Dec 18, 2017Updated 8 years ago
- Sepsis cohort from MIMIC dataset☆130Jul 6, 2023Updated 2 years ago
- This is the repository for paper "Improving Sepsis Treatment Strategies using Deep Reinforcement Learning and Mixture-of-Experts"☆26Jul 6, 2018Updated 7 years ago
- [ICML 2020] Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. https://arxiv.org/abs/20…☆15Dec 8, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for "Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies"☆16Oct 15, 2020Updated 5 years ago
- CS234 Sepsis Simulator For RL☆18Dec 8, 2022Updated 3 years ago
- Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)☆48Sep 28, 2020Updated 5 years ago
- ICU-Sepsis is a lightweight, yet challenging RL environment that models the treatment of sepsis in the ICU.☆43Oct 23, 2024Updated last year
- Clinical decision support - reinforcement learning agent for sepsis treatment in intensive care☆40Jan 6, 2026Updated 5 months ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆61Aug 9, 2022Updated 3 years ago
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆39Apr 11, 2018Updated 8 years ago
- ☆29Aug 3, 2021Updated 4 years ago
- Crowd-sourced, non-profit, medical decision support system for patients and doctors. Symbiosis of supervised machine learning, bayesian n…☆19Oct 22, 2019Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [MLHC 2021] Model Selection for Offline RL: Practical Considerations for Healthcare Settings. https://arxiv.org/abs/2107.11003☆11Oct 6, 2022Updated 3 years ago
- Code and website related to the eICU Collaborative Research Database☆399Dec 19, 2024Updated last year
- MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases☆3,249Apr 14, 2026Updated 2 months ago
- Evaluation of the Sepsis-3 guidelines in MIMIC-III☆200Jun 21, 2022Updated 3 years ago
- Study on mechanical power in MIMIC-III and eICU-CRD☆40Jun 30, 2019Updated 6 years ago
- Sepsis Prediction using Clinical Data (PhysioNet Computing in Cardiology Challenge 2019)☆31Jun 12, 2021Updated 5 years ago
- InspectOmop is a lightweight python 3 package that assists in the extraction of electronic health record(EHR) data from relational databa…☆15Apr 14, 2026Updated 2 months ago
- Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…☆11Sep 8, 2017Updated 8 years ago
- ☆14Jun 7, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆20May 4, 2020Updated 6 years ago
- Public code release for "Deep Reinforcement Learning for Closed-Loop Blood Glucose Control" (Ian Fox et al.), MLHC 2020. https://arxiv.or…☆13Feb 5, 2021Updated 5 years ago
- Repository for the HiRID ICU Benchmark (HiB) project☆61Jul 13, 2023Updated 2 years ago
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Jul 12, 2022Updated 3 years ago
- Tutorial on prediction with medical data using tree based models☆20Jun 14, 2023Updated 3 years ago
- Resources for the Society of Critical Care Medicine (SCCM) Datathon☆24Sep 24, 2024Updated last year
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19May 16, 2019Updated 7 years ago
- 🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…☆99Jun 8, 2026Updated last week
- Real time mortality prediction in the MIMIC-III database☆54Apr 16, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Data science fellow programme run by UCLH. This repository contains documentation and training materials.☆14May 5, 2022Updated 4 years ago
- Preprocessing and analysis of physiological waveforms☆11Jan 19, 2023Updated 3 years ago
- MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III☆479Jul 18, 2024Updated last year
- ☆18May 5, 2026Updated last month
- ☆88Jul 30, 2024Updated last year
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆209Jan 11, 2026Updated 5 months ago
- Mapping the MIMIC-III database to the OMOP schema☆147Mar 17, 2024Updated 2 years ago