Jayaraman, Arun

The need to approximate the use-case in clinical machine learning

Saeb, S., Lonini, L., Jayaraman, A., Mohr, D. C., & Kording, K. P. (2017) · GigaScience

Artificial Intelligence in HealthcareMachine Learning in Healthcare

Cited by 367

Skin sensors are the future of health care

Xu, S., Jayaraman, A., & Rogers, J. A. (2019) · Nature

Advanced Sensor and Energy Harvesting MaterialsNon-Invasive Vital Sign Monitoring

Cited by 214

Wearable sensors for Parkinson’s disease: which data are worth collecting for training symptom detection models

Lonini, L., Dai, A., Shawen, N., Simuni, T., Poon, C., Shimanovich, L., Daeschler, M., Ghaffari, R., Rogers, J. A., & Jayaraman, A. (2018) · npj Digital Medicine

Context-Aware Activity Recognition SystemsNon-Invasive Vital Sign Monitoring

Cited by 209

Differential cardiopulmonary monitoring system for artifact-canceled physiological tracking of athletes, workers, and COVID-19 patients

Jeong, H., Lee, J. Y., Lee, K., Kang, Y. J., Kim, J.-T., Avila, R., Tzavelis, A., Kim, J., Ryu, H., Kwak, S. S., et al. (2021) · Science Advances

Non-Invasive Vital Sign MonitoringAdvanced Sensor and Energy Harvesting Materials

Cited by 121

Automating sleep stage classification using wireless, wearable sensors

Boe, A. J., McGee Koch, L. L., O’Brien, M. K., Shawen, N., Rogers, J. A., Lieber, R. L., Reid, K. J., Zee, P. C., & Jayaraman, A. (2019) · npj Digital Medicine

Context-Aware Activity Recognition SystemsNon-Invasive Vital Sign Monitoring

Cited by 98

Activity Recognition for Persons With Stroke Using Mobile Phone Technology: Toward Improved Performance in a Home Setting

O'Brien, M. K., Shawen, N., Mummidisetty, C. K., Kaur, S., Bo, X., Poellabauer, C., Kording, K., & Jayaraman, A. (2017) · Journal of Medical Internet Research

Context-Aware Activity Recognition SystemsStroke Rehabilitation and Recovery

Cited by 78

Rehabilitation Therapy Doses Are Low After Stroke and Predicted by Clinical Factors

Young, B. M., Holman, E. A., Cramer, S. C., Shah, S., Griessenauer, C. J., Patel, N., Lin, D. J., Gee, J., Moon, J., Schwertfeger, J., et al. (2023) · Stroke

Stroke Rehabilitation and RecoveryAcute Ischemic Stroke Management

Cited by 67

Miniaturized wireless, skin-integrated sensor networks for quantifying full-body movement behaviors and vital signs in infants

Jeong, H., Kwak, S. S., Sohn, S., Lee, J. Y., Lee, Y. J., O’Brien, M. K., Park, Y., Avila, R., Kim, J.-T., Yoo, J.-Y., et al. (2021) · Proceedings of the National Academy of Sciences

Context-Aware Activity Recognition SystemsNon-Invasive Vital Sign Monitoring

Cited by 59

Advanced machine learning tools to monitor biomarkers of dysphagia: a wearable sensor proof-of-concept study

O’Brien, M. K., Botonis, O. K., Larkin, E., Carpenter, J., Martin-Harris, B., Maronati, R., Lee, K., Cherney, L. R., Hutchison, B., Xu, S., et al. (2021) · Digital Biomarkers

Dysphagia Assessment and ManagementVoice and Speech Disorders

Cited by 37