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职业迁徙
个人简介
My research interests include end-to-end research on medical embedded systems and the application of data mining and machine learning algorithms necessary to make personalized, preventative medical treatments possible through advanced health analytics . My background is in embedded systems design, where I studied sensor fusion, reconfigurable architectures and systems, hardware accelerators, and gpu computing. During my Ph.D. I applied data mining and machine learning techniques to these systems to develop a personalized, exercise-level activity-recognition video game with wearable sensors. I am now primarily concerned with the ability to use supervised and unsupervised techniques to learn more about medical prediction and risk-stratification in order to better develop personalized medical systems, prediction models, comparative effectiveness techniques, and combine wearable sensors and other necessary data to make a clinical impact at the system level, provider level, and patient level.
研究兴趣
论文共 163 篇作者统计合作学者相似作者
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Raphael A. G. Sherak, Hoomaan Sajjadi, Naveed Khimani,Benjamin Tolchin,Karen Jubanyik,R. Andrew Taylor,Wade Schulz,Bobak J. Mortazavi,Adrian D. Haimovich, Dong Wook Jekarl, Chiara Lazzeri
PloS oneno. 5 (2024): e0301013-e0301013
Kamil F. Faridi,Emily L. Ong,Sarah Zimmerman,Paul D. Varosy,Daniel J. Friedman, Jonathan C. Hsu,Fred Kusumoto,Bobak J. Mortazavi,Karl E. Minges,Lucy Pereira,Dhanunjaya Lakkireddy,Christina Koutras, Beth Denton, Julie Mobayed,Jeptha P. Curtis,James V. Freeman
Circulation Arrhythmia and Electrophysiologyno. 4 (2024)
IEEE open journal of engineering in medicine and biology (2024): 330-338
medRxiv : the preprint server for health sciences (2024)
medRxiv : the preprint server for health sciences (2024)
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICSno. 1 (2024): 169-180
Daichi Shimbo,Rashmee U Shah,Marwah Abdalla,Ritu Agarwal,Faraz S Ahmad, Gabriel Anaya, Zachi I Attia, Sheana Bull, Alexander R Chang, Yvonne Commodore-Mensah,Keith Ferdinand, Kensaku Kawamoto,Rohan Khera,Jane Leopold, James Luo,Sonya Makhni,Bobak J Mortazavi,Young S Oh, Lucia C Savage,Erica S Spatz,George Stergiou,Mintu P Turakhia,Paul K Whelton,Clyde W Yancy,Erin Iturriaga
Hypertension (Dallas, Tex. : 1979) (2024)
Communications medicineno. 1 (2024): 133-133
NPJ digital medicineno. 1 (2023): 124-124
Journal of the American College of Cardiologyno. 8 (2023): 2409-2409
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作者统计
#Papers: 165
#Citation: 2468
H-Index: 25
G-Index: 47
Sociability: 6
Diversity: 3
Activity: 68
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