Development of digital biomarkers for resting tremor and bradykinesia using a wrist-worn wearable device

by Nikhil Mahadevan, Charmaine Demanuele, Hao Zhang, Dmitri Volfson, Bryan Ho, Michael Kelley Erb, Shyamal Patel
Published 2020-01-01

EVIDENCE Publication Checklist for Studies Evaluating Connected Sensor Technologies: Explanation and Elaboration

by Christine Manta, Nikhil Mahadevan, Jessie Bakker, Simal Ozen Irmak, Elena Izmailova, Siyeon Park, Jiat-Ling Poon, Santosh Shevade, Sarah Valentine, Benjamin Vandendriessche, Courtney Webster, Jennifer C. Goldsack
Published 2021-05-01

A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis.

by Ryan S McGinnis, Nikhil Mahadevan, Yaejin Moon, Kirsten Seagers, Nirav Sheth, John A Wright, Steven DiCristofaro, Ikaro Silva, Elise Jortberg, Melissa Ceruolo, Jesus A Pindado, Jacob Sosnoff, Roozbeh Ghaffari, Shyamal Patel
Published 2017-01-01

Development of digital measures for nighttime scratch and sleep using wrist-worn wearable devices

by Nikhil Mahadevan, Yiorgos Christakis, Junrui Di, Jonathan Bruno, Yao Zhang, E. Ray Dorsey, Wilfred R. Pigeon, Lisa A. Beck, Kevin Thomas, Yaqi Liu, Madisen Wicker, Chris Brooks, Nina Shaafi Kabiri, Jaspreet Bhangu, Carrie Northcott, Shyamal Patel
Published 2021-03-01