Using high-dimensional machine learning methods to estimate an anatomical risk factor for Alzheimer's disease across imaging databases. - Ramon Casanova; Ryan T. Barnard; Sarah A. Gaussoin; Santiago Saldana; Kathleen M. Hayden; JoAnn E. Manson; Robert B. Wallace; Stephen R. Rapp; Susan M. Resnick; Mark A. Espeland; Jiu-Chiuan Chen (NeuroImage, 2018)

Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning. - Mamoun T. Mardini; Subhash Nerella; Amal A. Wanigatunga; Santiago Saldana; Ramon Casanova; Todd M. Manini (AMIA, 2020)

Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning. - Mamoun T. Mardini; Chen Bai; Amal A. Wanigatunga; Santiago Saldana; Ramon Casanova; Todd M. Manini (Sensors, 2021)

Are Machine Learning Models on Wrist Accelerometry Robust against Differences in Physical Performance among Older Adults? - Chen Bai; Amal A. Wanigatunga; Santiago Saldana; Ramon Casanova; Todd M. Manini; Mamoun T. Mardini (Sensors, 2022)