Lee, Sunghoon Ivan

Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment

Eskofier, B. M., Lee, S. I., Daneault, J.-F., Golabchi, F. N., Ferreira-Carvalho, G., Vergara-Diaz, G., Sapienza, S., Costante, G., Klucken, J., Kautz, T., et al. (2016) · 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Context-Aware Activity Recognition SystemsArtificial Intelligence in Healthcare

Cited by 180

Enabling precision rehabilitation interventions using wearable sensors and machine learning to track motor recovery

Adans-Dester, C., Hankov, N., O’Brien, A., Vergara-Diaz, G., Black-Schaffer, R., Zafonte, R., Dy, J., Lee, S. I., & Bonato, P. (2020) · npj Digital Medicine

Stroke Rehabilitation and RecoveryContext-Aware Activity Recognition Systems

Cited by 130

Enabling stroke rehabilitation in home and community settings: a wearable sensor-based approach for upper-limb motor training

Lee, S. I., Adans-Dester, C. P., Grimaldi, M., Dowling, A. V., Horak, P. C., Black-Schaffer, R. M., Bonato, P., & Gwin, J. T. (2018) · IEEE Journal of Translational Engineering in Health and Medicine

Stroke Rehabilitation and RecoveryContext-Aware Activity Recognition Systems

Cited by 119

Estimating upper-limb impairment level in stroke survivors using wearable inertial sensors and a minimally-burdensome motor task

Oubre, B., Daneault, J.-F., Jung, H.-T., Whritenour, K., Miranda, J. G. V., Park, J., Ryu, T., Kim, Y., & Lee, S. I. (2020) · IEEE Transactions on Neural Systems and Rehabilitation Engineering

Stroke Rehabilitation and RecoveryContext-Aware Activity Recognition Systems

Cited by 78

Objectively quantifying walking ability in degenerative spinal disorder patients using sensor equipped smart shoes

Lee, S. I., Park, E., Huang, A., Mortazavi, B., Hayward Garst, J., Jahanforouz, N., Espinal, M., Siero, T., Pollack, S., Afridi, M., et al. (2016) · Medical Engineering & Physics

Spine and Intervertebral Disc PathologyMusculoskeletal pain and rehabilitation

Cited by 41

The use of a finger-worn accelerometer for monitoring of hand use in ambulatory settings

Liu, X., Rajan, S., Ramasarma, N., Bonato, P., & Lee, S. I. (2019) · IEEE Journal of Biomedical and Health Informatics

Context-Aware Activity Recognition SystemsStroke Rehabilitation and Recovery

Cited by 39

Activity detection in uncontrolled free-living conditions using a single accelerometer

Lee, S. I., Ozsecen, M. Y., Della Toffola, L., Daneault, J.-F., Puiatti, A., Patel, S., & Bonato, P. (2015) · 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN)

Context-Aware Activity Recognition SystemsPhysical Activity and Health

Cited by 9