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Ryan S. McGinnis
Ryan S. McGinnis
Director Center for Remote Health Monitoring, Wake Forest University School of Medicine
E-mail confirmado em wakehealth.edu
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Monitoring gait in multiple sclerosis with novel wearable motion sensors
Y Moon, RS McGinnis, K Seagers, RW Motl, N Sheth, JA Wright Jr, ...
PloS one 12 (2), e0171346, 2017
1572017
Method and System for Neuromodulation and Stimulation
R Ghaffari, S Patel, M Raj, R McGinnis
US Patent 20,170,095,670, 2017
1352017
Giving voice to vulnerable children: machine learning analysis of speech detects anxiety and depression in early childhood
EW McGinnis, SP Anderau, J Hruschak, RD Gurchiek, NL Lopez-Duran, ...
IEEE journal of biomedical and health informatics 23 (6), 2294-2301, 2019
1292019
A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis
RS McGinnis, N Mahadevan, Y Moon, K Seagers, N Sheth, JA Wright Jr, ...
PloS one 12 (6), e0178366, 2017
1042017
Robust error-state Kalman filter for estimating IMU orientation
RV Vitali, RS McGinnis, NC Perkins
IEEE Sensors Journal 21 (3), 3561-3569, 2020
892020
The use of a single inertial sensor to estimate 3-dimensional ground reaction force during accelerative running tasks
RD Gurchiek, RS McGinnis, AR Needle, JM McBride, H van Werkhoven
Journal of biomechanics 61, 263-268, 2017
822017
Estimating biomechanical time-series with wearable sensors: A systematic review of machine learning techniques
RD Gurchiek, N Cheney, RS McGinnis
Sensors 19 (23), 5227, 2019
802019
Wearables and deep learning classify fall risk from gait in multiple sclerosis
BM Meyer, LJ Tulipani, RD Gurchiek, DA Allen, L Adamowicz, D Larie, ...
IEEE journal of biomedical and health informatics 25 (5), 1824-1831, 2020
752020
Assessment of postural sway in individuals with multiple sclerosis using a novel wearable inertial sensor
R Sun, Y Moon, RS McGinnis, K Seagers, RW Motl, N Sheth, JA Wright, ...
Digital biomarkers 2 (1), 1-10, 2018
742018
Quantifying performance and effects of load carriage during a challenging balancing task using an array of wireless inertial sensors
SM Cain, RS McGinnis, SP Davidson, RV Vitali, NC Perkins, SG McLean
Gait & posture 43, 65-69, 2016
692016
A highly miniaturized, wireless inertial measurement unit for characterizing the dynamics of pitched baseballs and softballs
RS McGinnis, NC Perkins
Sensors 12 (9), 11933-11945, 2012
682012
Rapid detection of internalizing diagnosis in young children enabled by wearable sensors and machine learning
RS McGinnis, EW McGinnis, J Hruschak, NL Lopez-Duran, K Fitzgerald, ...
PloS one 14 (1), e0210267, 2019
672019
Quantifying the effects of load carriage and fatigue under load on sacral kinematics during countermovement vertical jump with IMU-based method
RS McGinnis, SM Cain, SP Davidson, RV Vitali, NC Perkins, SG McLean
Sports Engineering 19, 21-34, 2016
602016
Next steps in wearable technology and community ambulation in multiple sclerosis
ML Frechette, BM Meyer, LJ Tulipani, RD Gurchiek, RS McGinnis, ...
Current neurology and neuroscience reports 19, 1-10, 2019
592019
Apparatus and method for employing miniature inertial measurement units for deducing forces and moments on bodies
N Perkins, RS McGinnis, K King
US Patent App. 13/236,728, 2013
592013
Automated detection and configuration of wearable devices based on on-body status, location, and/or orientation
S Patel, RS Mcginnis, A Prakash, R Ghaffari, M Raj, I Silva, E Jortberg
US Patent 10,477,354, 2019
582019
Method for estimating three-dimensional knee rotations using two inertial measurement units: Validation with a coordinate measurement machine
RV Vitali, SM Cain, RS McGinnis, AM Zaferiou, LV Ojeda, SP Davidson, ...
Sensors 17 (9), 1970, 2017
572017
Rapid Anxiety and Depression Diagnosis in Young Children Enabled by Wearable Sensors and Machine Learning
RS McGinnis, EW McGinnis, J Hruschak, NL Lopez-Duran, K Fitzgerald, ...
Engineering in Medicine and Biology Society (EMBC), 2018 IEEE 40th Annual …, 2018
552018
Open-source remote gait analysis: A post-surgery patient monitoring application
RD Gurchiek, RH Choquette, BD Beynnon, JR Slauterbeck, TW Tourville, ...
Scientific reports 9 (1), 17966, 2019
542019
A new technology for resolving the dynamics of a swinging bat
K King, J Hough, RS McGinnis, NC Perkins
Sports Engineering 15 (1), 41-52, 2012
512012
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