Sunghoon Ivan Lee
Sunghoon Ivan Lee
Assistant Professor of Computer Science, University of Massachusetts Amherst
Verified email at cs.umass.edu - Homepage
Title
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
972016
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
812014
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
752017
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
422012
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
342013
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
312013
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
302018
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
242015
A prediction model for functional outcomes in spinal cord disorder patients using gaussian process regression
SI Lee, B Mortazavi, HA Hoffman, DS Lu, C Li, BH Paak, JH Garst, ...
IEEE journal of biomedical and health informatics 20 (1), 91-99, 2014
212014
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
192016
Met calculations from on-body accelerometers for exergaming movements
B Mortazavi, N Alsharufa, SI Lee, M Lan, M Sarrafzadeh, M Chronley, ...
2013 IEEE International Conference on Body Sensor Networks, 1-6, 2013
192013
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
162018
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
152019
A novel method for assessing the severity of levodopa-induced dyskinesia using wearable sensors
SI Lee, JF Daneault, FN Golabchi, S Patel, S Paganoni, L Shih, P Bonato
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
152015
Multimodal energy expenditure calculation for pervasive health: A data fusion model using wearable sensors
H Kalantarian, SI Lee, A Mishra, H Ghasemzadeh, J Liu, M Sarrafzadeh
2013 IEEE International Conference on Pervasive Computing and Communications …, 2013
142013
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
132020
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
132020
A novel flexible wearable sensor for estimating joint-angles
SI Lee, JF Daneault, L Weydert, P Bonato
2016 IEEE 13th International Conference on Wearable and Implantable Body …, 2016
132016
MARHS: Mobility assessment system with remote healthcare functionality for movement disorders
SI Lee, J Woodbridge, A Nahapetian, M Sarrafzadeh
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium …, 2012
132012
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
122019
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