clinicalml / trajectory-inspectionView external linksLinks
Code for "Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies"
☆16Oct 15, 2020Updated 5 years ago
Alternatives and similar repositories for trajectory-inspection
Users that are interested in trajectory-inspection are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies☆26Jun 12, 2021Updated 4 years ago
- ☆51Jul 3, 2020Updated 5 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
- ☆30Aug 7, 2017Updated 8 years ago
- circEWS public code☆76Oct 30, 2024Updated last year
- Dataset containing 7,025 discharge summary notes from the MIMIC III dataset annotated for 7 SBDHs☆18Jun 18, 2022Updated 3 years ago
- Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)☆45Sep 28, 2020Updated 5 years ago
- Beta-VAE implementations in both PyTorch and Tensorflow☆22Jul 26, 2018Updated 7 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19May 16, 2019Updated 6 years ago
- Real time mortality prediction in the MIMIC-III database☆54Apr 16, 2018Updated 7 years ago
- An implementation of the SuperLearner algorithm in Python based on scikit-learn.☆25May 24, 2014Updated 11 years ago
- VentAI source code☆30Jan 23, 2024Updated 2 years ago
- This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission' published in PLoS ONE July☆26Dec 9, 2018Updated 7 years ago
- Reinforcement Learning for optimal sepsis treatment policies☆107Dec 18, 2017Updated 8 years ago
- The shared memory version of the Alternating Directions Implicit Solver for Isogeometric Analysis☆10Jan 26, 2019Updated 7 years ago
- A Deep Dynamic Memory Model for Predictive Medicine☆70May 21, 2018Updated 7 years ago
- Supporting code for instrumentation courses at Universidade Nova de Lisboa - Faculdade de Ciência de Lisboa☆16Oct 7, 2022Updated 3 years ago
- A collection of Claude commands and utilities☆24Updated this week
- [DEPRECATED] An R package to pre-process bulk EKG data and detect the physiological peaks☆12Aug 22, 2016Updated 9 years ago
- MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III☆471Jul 18, 2024Updated last year
- Repository for the paper describing MIMIC-III☆84May 24, 2016Updated 9 years ago
- Active Learning with Partial Feedback, ICLR 2019☆11Apr 27, 2020Updated 5 years ago
- This package is archived and further developed under the name RFSurrogates. In this R-package functions are provided to select important …☆11Jul 27, 2023Updated 2 years ago
- Slides and code for "Validating Models in R" Strata 2016 RDay http://conferences.oreilly.com/strata/hadoop-big-data-ca/public/schedule/de…☆10Jun 22, 2020Updated 5 years ago
- Study in eICU-CRD about vancomycin and associated nephrotoxicity☆10Mar 3, 2023Updated 2 years ago
- Reinforcement Learning Recommender System suggesting relevant scientific services to appropriate researchers☆11Aug 29, 2024Updated last year
- ☆14Feb 9, 2023Updated 3 years ago
- ☆11Jun 11, 2020Updated 5 years ago
- A Benchmark Platform for Reinforcement Learning Based Dynamic Treatment Regime☆13Dec 7, 2024Updated last year
- Tools and Examples for Computational Text Analysis for Assyriologists.☆11Sep 3, 2018Updated 7 years ago
- Jupiter notebooks for 3D audio rendering into headphones using head related impulse response data sets.☆11Jul 12, 2019Updated 6 years ago
- Public code from paper: 'Towards a decision support tool for intensive care discharge: machine learning algorithm development using elect…☆10Jun 4, 2019Updated 6 years ago
- A simple wrapper for python-bioformats to convert .vsi CellSense format to TIFF.☆12Apr 9, 2022Updated 3 years ago
- R Package for Automated Speech Recognition☆10Aug 10, 2015Updated 10 years ago
- A Max4Live drum machine based on Genetic Algorithms☆10Nov 3, 2015Updated 10 years ago
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆11Aug 12, 2021Updated 4 years ago
- Installs and manages Stata programs tracked as git repositories.☆11Sep 13, 2017Updated 8 years ago
- An R package containing functions used in the CDC Flu Forecasting competition☆11Oct 18, 2020Updated 5 years ago
- This repository contain a dataset describing the urgency of admission among COVID-19 patients, intended for use in a predictive modeling …☆10Mar 16, 2020Updated 5 years ago