Estimation of false discovery rates for wavelet-denoised statistical parametric maps. - Srikanth Ryali; Ramon Casanova; Paul J. Laurienti; Ann M. Peiffer; Joseph A. Maldjian (NeuroImage, 2006)

Biological parametric mapping: A statistical toolbox for multimodality brain image analysis. - Ramon Casanova; Ryali Srikanth; Aaron H. Baer; Paul J. Laurienti; Jonathan H. Burdette; Satoru Hayasaka; Lynn Flowers; Frank Wood; Joseph A. Maldjian (NeuroImage, 2007)

The impact of temporal regularization on estimates of the BOLD hemodynamic response function: A comparative analysis. - Ramon Casanova; Srikanth Ryali; John T. Serences; Lucie Yang; Robert A. Kraft; Paul J. Laurienti; Joseph A. Maldjian (NeuroImage, 2008)

High Dimensional Classification of Structural MRI Alzheimer's Disease Data Based on Large Scale Regularization. - Ramon Casanova; Christopher T. Whitlow; Benjamin C. Wagner; Jeff Williamson; Sally A. Shumaker; Joseph A. Maldjian; Mark A. Espeland (Frontiers Neuroinformatics, 2011)

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)

Embedding Functional Brain Networks in Low Dimensional Spaces Using Manifold Learning Techniques. - Ramon Casanova; Robert G. Lyday; Mohsen Bahrami; Jonathan H. Burdette; Sean L. Simpson; Paul J. Laurienti (Frontiers Neuroinformatics, 2021)

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)

AESurv: autoencoder survival analysis for accurate early prediction of coronary heart disease. - Yike Shen; Arce Domingo-Relloso; Allison Kupsco; Marianthi-Anna Kioumourtzoglou; Maria Tellez-Plaza; Jason G. Umans; Amanda M. Fretts; Ying Zhang; Peter F. Schnatz; Ramon Casanova; Lisa Warsinger Martin; Steve Horvath; et al. (Briefings Bioinform., 2024)