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pro vyhledávání: '"Manjunath, Shashank"'
In this work, we leverage machine learning techniques to identify potential biomarkers of oxygen desaturation during sleep exclusively from electroencephalogram (EEG) signals in pediatric patients with sleep apnea. Development of a machine learning t
Externí odkaz:
http://arxiv.org/abs/2405.09566
Topological data analysis (TDA) is an emerging technique for biological signal processing. TDA leverages the invariant topological features of signals in a metric space for robust analysis of signals even in the presence of noise. In this paper, we l
Externí odkaz:
http://arxiv.org/abs/2304.14853
Autor:
Manjunath, Shashank
Single particle interferometric reflectance imaging sensor (SP-IRIS) allows for label- free biological nanoparticle detection. This imaging technique allows collection of a 3D defocus profile of interferometric signatures of particles on a reflecting
Externí odkaz:
https://hdl.handle.net/2144/44776
Recent advances in machine learning (ML) and computer vision tools have enabled applications in a wide variety of arenas such as financial analytics, medical diagnostics, and even within the Department of Defense. However, their widespread implementa
Externí odkaz:
http://arxiv.org/abs/2008.05381
Akademický článek
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Publikováno v:
Sleep; May 2024, Vol. 47 Issue: 1, Number 1 Supplement 1 pA136-A136, 1p
Publikováno v:
Proceedings of the Human Factors and Ergonomics Society Annual Meeting; November 2019, Vol. 63 Issue: 1 p792-796, 5p
Autor:
McGraw CM; Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America.; Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America., Rao S; Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States of America.; Thomas Jefferson High School for Science and Technology, Alexandria, VA, United States of America., Manjunath S; Khoury College of Computer Sciences, Northeastern University, Boston, MA, United States of America., Jing J; Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States of America., Brandon Westover M; Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States of America.
Publikováno v:
Biomedical physics & engineering express [Biomed Phys Eng Express] 2024 Sep 20; Vol. 10 (6). Date of Electronic Publication: 2024 Sep 20.