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2020 – today
- 2023
[j1]Pallavi Gupta
, Jamal Saied-Walker, Laurel Despins, David Heise, James Keller, Marjorie Skubic, Ruhan Yi, Grant J. Scott:
A semi-supervised approach to unobtrusively predict abnormality in breathing patterns using hydraulic bed sensor data in older adults aging in place. J. Biomed. Informatics 147: 104530 (2023)- [c7]Jamal Saied-Walker, Pallavi Gupta, Ruhan Yi, Noah Marchal, Marjorie Skubic, Grant J. Scott:
GPU-accelerated PostgreSQL for Scalable Management and Processing of Irregular Time-Series Data using SPI. IEEE Big Data 2023: 2541-2549 - 2022
- [c6]Pallavi Gupta, Laurel Despins, David Heise, Jamal Saied-Walker, Ruhan Yi, Marjorie Skubic, Grant J. Scott:
A Computational Respiration Factor to Detect Abnormal Respiratory Patterns Using a Hydraulic Bed Sensor for Older Adults Aging-in-place. AMIA 2022 - [c5]Jamal Saied-Walker, Pallavi Gupta, Ruhan Yi, Noah Marchal, Marjorie Skubic, Grant J. Scott:
Enabling Scalable Analytics of Physiological Sensor and Derived Feature Multi-Modal Time-Series with Big Data Management. IEEE Big Data 2022: 3124-3130 - 2021
- [c4]Nikhil Vyas, Kelly Ryoo, Hosanna Tesfaye, Ruhan Yi, Marjorie Skubic:
Sleep Stage Classification Using Non-Invasive Bed Sensing and Deep Learning. BIBM 2021: 3232-3238 - [c3]David Heise, Ruhan Yi, Laurel Despins:
Unobtrusively Detecting Apnea and Hypopnea Events via a Hydraulic Bed Sensor. MeMeA 2021: 1-6 - 2020
- [c2]Dong Hai, Chao Chen, Ruhan Yi, Shuiping Gou, Bo Yu Su, Changzhe Jiao, Marjorie Skubic:
Heartbeat Detection and Rate Estimation from Ballistocardiograms using the Gated Recurrent Unit Network. EMBC 2020: 451-454
2010 – 2019
- 2019
- [c1]Ruhan Yi, Moein Enayati, James M. Keller, Mihail Popescu, Marjorie Skubic:
Non-Invasive In-Home Sleep Stage Classification Using a Ballistocardiography Bed Sensor. BHI 2019: 1-4
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