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Nick Plummer's Projects

academia icon academia

Code made available from publications and projects

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

deep-learning-in-r icon deep-learning-in-r

Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization

deephit icon deephit

DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks

homlr icon homlr

Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.

iseeu icon iseeu

ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU

magnify_motion icon magnify_motion

A reproduction of Eulerian Video Magnification for Revealing Subtle Changes in the World

mimic-code icon mimic-code

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

news2-covid-19 icon news2-covid-19

Validating prediction models supplementing NEWS2 with blood parameters to predict 14-day ICU/death among COVID patients

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