Fast and accurate classification of echocardiograms using deep learning. - Ali Madani; Ramy Arnaout; Mohammad R. K. Mofrad; Rima Arnaout (CoRR, 2017)

Fast and accurate view classification of echocardiograms using deep learning. - Ali Madani; Ramy Arnaout; Mohammad R. K. Mofrad; Rima Arnaout (npj Digit. Medicine, 2018)

ENRICHing medical imaging training sets enables more efficient machine learning. - Erin Chinn; Rohit Arora; Ramy Arnaout; Rima Arnaout (J. Am. Medical Informatics Assoc., 2023)

Beyond Size and Class Balance: Alpha as a New Dataset Quality Metric for Deep Learning. - Josiah Couch; Rima Arnaout; Ramy Arnaout (CoRR, 2024)

lucie: An Improved Python Package for Loading Datasets from the UCI Machine Learning Repository. - Kenneth Ge; Phuc Nguyen; Ramy Arnaout (CoRR, 2024)

Grade Inflation in Generative Models. - Phuc Nguyen; Miao Li; Alexandra Morgan; Rima Arnaout; Ramy Arnaout (CoRR, 2025)

X-Factor: Quality Is a Dataset-Intrinsic Property. - Josiah Couch; Miao Li; Rima Arnaout; Ramy Arnaout (CoRR, 2025)