Nonnegative matrix factorization and sparse representation for the automated detection of periodic limb movements in sleep. - Mehrnaz Shokrollahi; Sridhar Krishnan 001; Dustin D. Dopsa; Ryan T. Muir; Sandra E. Black; Richard H. Swartz; Brian J. Murray; Mark I. Boulos (Medical Biol. Eng. Comput., 2016)

Improved Segmentation of the Intracranial and Ventricular Volumes in Populations with Cerebrovascular Lesions and Atrophy Using 3D CNNs. - Emmanuel E. Ntiri; Melissa F. Holmes; Parisa Mojiri Forooshani; Joel Ramirez; Fuqiang Gao; Miracle Ozzoude; Sabrina Adamo; Christopher J. M. Scott; Dar Dowlatshahi; Jane M. Lawrence-Dewar; Donna Kwan; Anthony E. Lang; et al. (Neuroinformatics, 2021)

Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity. - Seyyed M. H. Haddad; Christopher J. M. Scott; Miracle Ozzoude; Courtney Berezuk; Melissa Holmes; Sabrina Adamo; Joel Ramirez; Stephen R. Arnott; Nuwan D. Nanayakkara; Malcolm A. Binns; Derek Beaton; Wendy Lou; et al. (Int. J. Biomed. Imaging, 2022)

Can Patients with Dementia Be Identified in Primary Care Electronic Medical Records Using Natural Language Processing? - Laura C. Maclagan; Mohamed Abdalla 001; Daniel A. Harris; Therese A. Stukel; Branson Chen; Elisa Candido; Richard H. Swartz; Andrea Iaboni; Liisa Jaakkimainen; Susan E. Bronskill (J. Heal. Informatics Res., 2023)

ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI. - Lyndon Boone; Mahdi Biparva; Parisa Mojiri Forooshani; Joel Ramirez; Mario Masellis; Robert Bartha; Sean Symons; Stephen C. Strother; Sandra E. Black; Chris Heyn; Anne L. Martel; Richard H. Swartz; et al. (NeuroImage, 2023)