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Matt Warkentin's Projects

alarm icon alarm

Asian Lung Cancer Absolute Risk Models (ALARM) for lung cancer mortality.

bs4dash icon bs4dash

Bootstrap 4 shinydashboard using AdminLTE3

caic-rt icon caic-rt

Online tool capable of estimating the maximum daily number of incident COVID-19 cases manageable by healthcare systems.

clustermq icon clustermq

R package to send function calls as jobs on LSF, SGE, Slurm, PBS/Torque, or each via SSH

corrr icon corrr

R package for exploring correlations

dials icon dials

Tools for creating tuning parameter values

encryptedrmd icon encryptedrmd

🔑 Password protected markdown html reports in R using libsodium

flexsurv-dev icon flexsurv-dev

The flexsurv R package for flexible parametric survival and multi-state modelling

halo icon halo

R package for connecting to the Halo Infinite API

icons icon icons

R package to easily insert web icons to RMarkdown

integral-radiomics icon integral-radiomics

INTEGRAL-Radiomics model for assessing screen-detected pulmonary nodules. Warkentin MT et al. Thorax 2024.

luz icon luz

Higher Level API for torch

marginaleffects icon marginaleffects

R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 80 classes of statistical models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference.

ml icon ml

experimental machine learning container

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