Non-Invasive In-Home Sleep Stage Classification Using a Ballistocardiography Bed Sensor. - Ruhan Yi; Moein Enayati; James M. Keller; Mihail Popescu; Marjorie Skubic (BHI, 2019)

Heartbeat Detection and Rate Estimation from Ballistocardiograms using the Gated Recurrent Unit Network. - Dong Hai; Chao Chen 040; Ruhan Yi; Shuiping Gou; Bo Yu Su; Changzhe Jiao; Marjorie Skubic (EMBC, 2020)

Sleep Stage Classification Using Non-Invasive Bed Sensing and Deep Learning. - Nikhil Vyas 003; Kelly Ryoo; Hosanna Tesfaye; Ruhan Yi; Marjorie Skubic (BIBM, 2021)

Unobtrusively Detecting Apnea and Hypopnea Events via a Hydraulic Bed Sensor. - David Heise; Ruhan Yi; Laurel Despins (MeMeA, 2021)

A Computational Respiration Factor to Detect Abnormal Respiratory Patterns Using a Hydraulic Bed Sensor for Older Adults Aging-in-place. - Pallavi Gupta; Laurel Despins; David Heise; Jamal Saied-Walker; Ruhan Yi; Marjorie Skubic; Grant J. Scott (AMIA, 2022)

Enabling Scalable Analytics of Physiological Sensor and Derived Feature Multi-Modal Time-Series with Big Data Management. - Jamal Saied-Walker; Pallavi Gupta; Ruhan Yi; Noah Marchal; Marjorie Skubic; Grant J. Scott (IEEE Big Data, 2022)

GPU-accelerated PostgreSQL for Scalable Management and Processing of Irregular Time-Series Data using SPI. - Jamal Saied-Walker; Pallavi Gupta; Ruhan Yi; Noah Marchal; Marjorie Skubic; Grant J. Scott (IEEE Big Data, 2023)

A semi-supervised approach to unobtrusively predict abnormality in breathing patterns using hydraulic bed sensor data in older adults aging in place. - Pallavi Gupta; Jamal Saied-Walker; Laurel Despins; David Heise; James Keller 001; Marjorie Skubic; Ruhan Yi; Grant J. Scott (J. Biomed. Informatics, 2023)

Self-Supervised, Non-Contact Heartbeat Detection Based on Ballistocardiograms Utilizing Physiological Information Guidance. - Changzhe Jiao; Aoyu Yang; Hantao Zhao; Ruhan Yi; Shuiping Gou; Yu Sha; Wanshun Wen; Licheng Jiao; Marjorie Skubic (IEEE J. Biomed. Health Informatics, 2025)