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ai_clinician

Reinforcement learning for medical decisions

amsterdamumcdb

AmsterdamUMCdb - Freely Accessible ICU database

arxiv-style

A Latex style and template for paper preprints (based on NIPS style)

autoprognosis

A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.

causal-inference-visual-guides

A collection of visual guides to help applied scientists learn causal inference.

critical-data-book

Code repository for the critical data book

esicm-datathon-2021

ggconsort

An R package for creating CONSORT diagrams with ggplot

ggthemeassist

A RStudio addin for ggplot2 theme tweaking

gpt4all

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

grf

Generalized Random Forests

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mimic-iv-aline-study

Replication of the arterial line study in MIMIC-IV

multivp

Study on the use of multiple vasopressors based on MIMIC-IV

notero

A Zotero plugin for syncing items into Notion

quarto-reporting

Example content for Reporting and Presentation webinar

quarto-tip-a-day

reinforcement_learning_course_materials

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

stat_rethinking_2024

steroids-trial-emulation

Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially Doubly Robust estimation (Hoffman et al. 2022).

taylor-swift-tour

The Eras Tour told by numbers

tutorialcomputationalcausalinferenceestimators

Tutorial_Computational_Causal_Inference_Estimators

ventilation_strategies_causal_inference

Code for the paper titled 'Estimating the effectiveness of ventilation strategies in the intensive care unit'

website

Repo for the r-miss-tastic website