Sunghoon Ivan Lee
Sunghoon Ivan Lee
Associate Professor of Computer Science, University of Massachusetts Amherst
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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