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Reed Gurchiek
Reed Gurchiek
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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
892019
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
722017
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
562020
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
532019
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
502019
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
462019
Physiological and biomechanical responses to prolonged heavy load carriage during level treadmill walking in females
DE Lidstone, JA Stewart, R Gurchiek, AR Needle, H Van Werkhoven, ...
Journal of applied biomechanics 33 (4), 248-255, 2017
342017
Gait event detection using a thigh-worn accelerometer
RD Gurchiek, CP Garabed, RS McGinnis
Gait & posture 80, 214-216, 2020
282020
Kinematic and kinetic comparison between American and Japanese collegiate pitchers
B Dowling, WA Laughlin, RD Gurchiek, CP Owen, MJ Luera, BR Hansen, ...
Journal of Science and Medicine in Sport 23 (12), 1202-1207, 2020
262020
Remote gait analysis using wearable sensors detects asymmetric gait patterns in patients recovering from ACL reconstruction
RD Gurchiek, RH Choquette, BD Beynnon, JR Slauterbeck, TW Tourville, ...
2019 IEEE 16th International Conference on Wearable and Implantable Body …, 2019
262019
Validation of novel relative orientation and inertial sensor-to-segment alignment algorithms for estimating 3D hip joint angles
L Adamowicz, RD Gurchiek, J Ferri, AT Ursiny, N Fiorentino, RS McGinnis
Sensors 19 (23), 5143, 2019
222019
Continuous estimation of ground reaction force during long distance running within a fatigue monitoring framework: A Kalman filter-based model-data fusion approach
B LeBlanc, EM Hernandez, RS McGinnis, RD Gurchiek
Journal of biomechanics 115, 110130, 2021
152021
A comparison of musculo-articular stiffness and maximal isometric plantar flexion and knee extension force in dancers and untrained individuals
PE Rice, H van Werkhoven, DJ Dejournette, RD Gurchiek, JW Mackall, ...
Journal of Dance Medicine & Science 21 (4), 144-150, 2017
142017
Sprint assessment using machine learning and a wearable accelerometer
RD Gurchiek, HSRA Don, LCRP Watagoda, RS McGinnis, ...
Journal of Applied Biomechanics 35 (2), 164-169, 2019
132019
Medial gastrocnemius muscle-tendon interaction and architecture change during exhaustive hopping exercise
DE Lidstone, H van Werkhoven, JA Stewart, R Gurchiek, M Burris, P Rice, ...
Journal of Electromyography and Kinesiology 30, 89-97, 2016
132016
A Gaussian Process Model of Muscle Synergy Functions for Estimating Unmeasured Muscle Excitations Using a Measured Subset
RD Gurchiek, AT Ursiny, RS McGinnis
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020
122020
An adaptive filtering algorithm to estimate sprint velocity using a single inertial sensor
RD Gurchiek, RS McGinnis, AR Needle, JM McBride, H van Werkhoven
Sports Engineering 21, 389-399, 2018
112018
How much data is enough? A reliable methodology to examine long-term wearable data acquisition in gait and postural sway
BM Meyer, P Depetrillo, J Franco, N Donahue, SR Fox, A O’Leary, ...
Sensors 22 (18), 6982, 2022
102022
Wearables-only analysis of muscle and joint mechanics: an EMG-driven approach
RD Gurchiek, N Donahue, NM Fiorentino, RS McGinnis
IEEE Transactions on Biomedical Engineering 69 (2), 580-589, 2021
92021
Evaluation of Error-State Kalman Filter Method for Estimating Human Lower-Limb Kinematics during Various Walking Gaits
MV Potter, SM Cain, LV Ojeda, RD Gurchiek, RS McGinnis, NC Perkins
Sensors 22 (21), 8398, 2022
72022
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Artikler 1–20