Ramon Casanova

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 6

Top Topics

Machine Learning

Physical Activity

Top Venues

Frontiers Neuroinformatics

Publications

Chen Bai, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini, Mamoun T. Mardini
Are Machine Learning Models on Wrist Accelerometry Robust against Differences in Physical Performance among Older Adults? Sensors 22 (8) (2022)
Ramon Casanova, Robert Gray Lyday, Mohsen Bahrami, Jonathan H. Burdette, Sean L. Simpson, Paul J. Laurienti
Embedding Functional Brain Networks in Low Dimensional Spaces Using Manifold Learning Techniques. Frontiers Neuroinformatics 15 (2021)
Mamoun T. Mardini, Chen Bai, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning. Sensors 21 (10) (2021)
Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning. AMIA (2020)
Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning. CoRR (2020)
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
Using high-dimensional machine learning methods to estimate an anatomical risk factor for Alzheimer's disease across imaging databases. NeuroImage 183 (2018)
Ramon Casanova, Christopher T. Whitlow, Benjamin C. Wagner, Jeff Williamson, Sally A. Shumaker, Joseph A. Maldjian, Mark A. Espeland
High Dimensional Classification of Structural MRI Alzheimer's Disease Data Based on Large Scale Regularization. Frontiers Neuroinformatics 5 (2011)
Ramon Casanova, Srikanth Ryali, John T. Serences, Lucie Yang, Robert A. Kraft, Paul J. Laurienti, Joseph A. Maldjian
The impact of temporal regularization on estimates of the BOLD hemodynamic response function: A comparative analysis. NeuroImage 40 (4) (2008)
Ramon Casanova, Ryali Srikanth, Aaron H. Baer, Paul J. Laurienti, Jonathan H. Burdette, Satoru Hayasaka, Lynn Flowers, Frank Wood, Joseph A. Maldjian
Biological parametric mapping: A statistical toolbox for multimodality brain image analysis. NeuroImage 34 (1) (2007)
Srikanth Ryali, Ramon Casanova, Paul J. Laurienti, Ann M. Peiffer, Joseph A. Maldjian
Estimation of false discovery rates for wavelet-denoised statistical parametric maps. NeuroImage 33 (1) (2006)