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Sunghoon Ivan Lee
Sunghoon Ivan Lee
Associate Professor of Computer Science, University of Massachusetts Amherst
Verified email at cs.umass.edu - Homepage
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Cited by
Cited by
Year
Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment
BM Eskofier, SI Lee, JF Daneault, FN Golabchi, G Ferreira-Carvalho, ...
2016 38th annual international conference of the IEEE engineering in …, 2016
1822016
An overview of smart shoes in the internet of health things: gait and mobility assessment in health promotion and disease monitoring
BM Eskofier, SI Lee, M Baron, A Simon, CF Martindale, H Gaßner, ...
Applied Sciences 7 (10), 986, 2017
1482017
Determining the single best axis for exercise repetition recognition and counting on smartwatches
BJ Mortazavi, M Pourhomayoun, G Alsheikh, N Alshurafa, SI Lee, ...
2014 11th international conference on wearable and implantable body sensor …, 2014
1102014
Enabling stroke rehabilitation in home and community settings: a wearable sensor-based approach for upper-limb motor training
SI Lee, CP Adans-Dester, M Grimaldi, AV Dowling, PC Horak, ...
IEEE journal of translational engineering in health and medicine 6, 1-11, 2018
912018
Can mHealth technology help mitigate the effects of the COVID-19 pandemic?
CP Adans-Dester, S Bamberg, FP Bertacchi, B Caulfield, K Chappie, ...
IEEE Open Journal of Engineering in Medicine and Biology 1, 243-248, 2020
862020
WideSee: Towards wide-area contactless wireless sensing
L Chen, J Xiong, X Chen, SI Lee, K Chen, D Han, D Fang, Z Tang, ...
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 258-270, 2019
762019
Enabling precision rehabilitation interventions using wearable sensors and machine learning to track motor recovery
C Adans-Dester, N Hankov, A O’Brien, G Vergara-Diaz, R Black-Schaffer, ...
NPJ digital medicine 3 (1), 121, 2020
692020
ExerLink: enabling pervasive social exergames with heterogeneous exercise devices
T Park, I Hwang, U Lee, SI Lee, C Yoo, Y Lee, H Jang, SP Choe, S Park, ...
Proceedings of the 10th international conference on Mobile systems …, 2012
492012
Estimating upper-limb impairment level in stroke survivors using wearable inertial sensors and a minimally-burdensome motor task
B Oubre, JF Daneault, HT Jung, K Whritenour, JGV Miranda, J Park, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (3 …, 2020
472020
A novel upper-limb function measure derived from finger-worn sensor data collected in a free-living setting
SI Lee, X Liu, S Rajan, N Ramasarma, EK Choe, P Bonato
PloS one 14 (3), e0212484, 2019
442019
Use of multivariate linear regression and support vector regression to predict functional outcome after surgery for cervical spondylotic myelopathy
H Hoffman, SI Lee, JH Garst, DS Lu, CH Li, DT Nagasawa, N Ghalehsari, ...
Journal of Clinical Neuroscience 22 (9), 1444-1449, 2015
442015
FM-track: pushing the limits of contactless multi-target tracking using acoustic signals
D Lee, J Liu, SI Lee, J Xiong
Proceedings of the 18th Conference on Embedded Networked Sensor Systems, 150–163, 2020
432020
Remote patient monitoring: what impact can data analytics have on cost?
SI Lee, H Ghasemzadeh, B Mortazavi, M Lan, N Alshurafa, M Ong, ...
Proceedings of the 4th Conference on Wireless Health, 1-8, 2013
432013
LungTrack: Towards contactless and zero dead-zone respiration monitoring with commodity RFIDs
L Chen, J Xiong, X Chen, SI Lee, D Zhang, T Yan, D Fang
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
412019
Objectively quantifying walking ability in degenerative spinal disorder patients using sensor equipped smart shoes
SI Lee, E Park, A Huang, B Mortazavi, JH Garst, N Jahanforouz, M Espinal, ...
Medical engineering & physics 38 (5), 442-449, 2016
412016
The use of a finger-worn accelerometer for monitoring of hand use in ambulatory settings
X Liu, S Rajan, N Ramasarma, P Bonato, SI Lee
IEEE journal of biomedical and health informatics 23 (2), 599-606, 2018
402018
Near-realistic mobile exergames with wireless wearable sensors
B Mortazavi, S Nyamathi, SI Lee, T Wilkerson, H Ghasemzadeh, ...
IEEE Journal of Biomedical and Health Informatics 18 (2), 449-456, 2013
392013
Decomposition of reaching movements enables detection and measurement of ataxia
B Oubre, JF Daneault, K Whritenour, NC Khan, CD Stephen, ...
The Cerebellum, 1-12, 2021
332021
Remote assessment of cognitive impairment level based on serious mobile game performance: an initial proof of concept
HT Jung, JF Daneault, H Lee, K Kim, B Kim, S Park, T Ryu, Y Kim, SI Lee
IEEE journal of biomedical and health informatics 23 (3), 1269-1277, 2019
332019
Unobtrusive and continuous monitoring of alcohol-impaired gait using smart shoes
E Park, SI Lee, HS Nam, JH Garst, A Huang, A Campion, M Arnell, ...
Methods of information in medicine 56 (01), 74-82, 2017
302017
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