21 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
4 papers
powerROC: An Interactive Web Tool for Sample Size Calculation in Assessing Models' Discriminative Abilities
François Grolleau, Robert Tibshirani, Jonathan H. Chen
Rigorous external validation is crucial for assessing the generalizability of prediction models, particularly by evaluating their discrimination (AUROC) on new data. This often inv…
Physics-informed machine learning improves detection of head impacts
Samuel J. Raymond, Nicholas J. Cecchi, Hossein Vahid Alizadeh +6
In this work we present a new physics-informed machine learning model that can be used to analyze kinematic data from an instrumented mouthguard and detect impacts to the head. Mon…
A New Open-Access Platform for Measuring and Sharing mTBI Data
August G. Domel, Samuel J. Raymond, Chiara Giordano +22
Despite numerous research efforts, the precise mechanisms of concussion have yet to be fully uncovered. Clinical studies on high-risk populations, such as contact sports athletes,…
Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images
Edward Chou, Matthew Tan, Cherry Zou +4
Computer-vision hospital systems can greatly assist healthcare workers and improve medical facility treatment, but often face patient resistance due to the perceived intrusiveness…