ST-DeepGait: A Spatiotemporal Deep Learning Model for Human Gait Recognition

by Latisha Konz, Andrew Hill, Farnoush Banaei-Kashani
Published 2022-10-01

An Augmented High-Dimensional Graphical Lasso Method to Incorporate Prior Biological Knowledge for Global Network Learning

by Yonghua Zhuang, Fuyong Xing, Debashis Ghosh, Farnoush Banaei-Kashani, Russell P. Bowler, Katerina Kechris
Published 2022-01-01

Aptardi predicts polyadenylation sites in sample-specific transcriptomes using high-throughput RNA sequencing and DNA sequence

by Ryan Lusk, Evan Stene, Farnoush Banaei-Kashani, Boris Tabakoff, Katerina Kechris, Laura M. Saba
Published 2021-03-01

Assessment of a Mobile Health iPhone App for Semiautomated Self-management of Chronic Recurrent Medical Conditions Using an N-of-1 Trial Framework: Feasibility Pilot Study

by Archana Mande, Susan L Moore, Farnoush Banaei-Kashani, Benjamin Echalier, Sheana Bull, Michael A Rosenberg
Published 2022-04-01

Qualitative Evaluation of an Artificial Intelligence–Based Clinical Decision Support System to Guide Rhythm Management of Atrial Fibrillation: Survey Study

by John Stacy, Rachel Kim, Christopher Barrett, Balaviknesh Sekar, Steven Simon, Farnoush Banaei-Kashani, Michael A Rosenberg
Published 2022-08-01

Device-measured physical activity data for classification of patients with ventricular arrhythmia events: A pilot investigation.

by Lucas Marzec, Sridharan Raghavan, Farnoush Banaei-Kashani, Seth Creasy, Edward L Melanson, Leslie Lange, Debashis Ghosh, Michael A Rosenberg
Published 2018-01-01

Deep learning on graphs for multi-omics classification of COPD.

by Yonghua Zhuang, Fuyong Xing, Debashis Ghosh, Brian D Hobbs, Craig P Hersh, Farnoush Banaei-Kashani, Russell P Bowler, Katerina Kechris
Published 2023-01-01

Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification

by Mohamed Abdel-Hafiz, Mesbah Najafi, Shahab Helmi, Katherine A. Pratte, Yonghua Zhuang, Weixuan Liu, Katerina J. Kechris, Russell P. Bowler, Russell P. Bowler, Leslie Lange, Farnoush Banaei-Kashani
Published 2022-06-01

Evaluation of Quantitative Decision‐Making for Rhythm Management of Atrial Fibrillation Using Tabular Q‐Learning

by Christopher D. Barrett, Yuto Suzuki, Sundos Hussein, Lohit Garg, Alexis Tumolo, Amneet Sandhu, John J. West, Matthew Zipse, Ryan Aleong, Paul Varosy, Wendy S. Tzou, Farnoush Banaei‐Kashani, Michael A. Rosenberg
Published 2023-05-01

Multi-omics subtyping pipeline for chronic obstructive pulmonary disease.

by Lucas A Gillenwater, Shahab Helmi, Evan Stene, Katherine A Pratte, Yonghua Zhuang, Ronald P Schuyler, Leslie Lange, Peter J Castaldi, Craig P Hersh, Farnoush Banaei-Kashani, Russell P Bowler, Katerina J Kechris
Published 2021-01-01

Large scale proteomic studies create novel privacy considerations

by Andrew C. Hill, Claire Guo, Elizabeth M. Litkowski, Ani W. Manichaikul, Bing Yu, Iain R. Konigsberg, Betty A. Gorbet, Leslie A. Lange, Katherine A. Pratte, Katerina J. Kechris, Matthew DeCamp, Marilyn Coors, Victor E. Ortega, Stephen S. Rich, Jerome I. Rotter, Robert E. Gerzsten, Clary B. Clish, Jeffrey L. Curtis, Xiaowei Hu, Ma-en Obeidat, Melody Morris, Joseph Loureiro, Debby Ngo, Wanda K. O’Neal, Deborah A. Meyers, Eugene R. Bleecker, Brian D. Hobbs, Michael H. Cho, Farnoush Banaei-Kashani, Russell P. Bowler
Published 2023-06-01