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R. Mcginnis · SciRah

Researcher profile · Semantic Scholar

R. Mcginnis

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R. Mcginnis — researcher profile on SciRah

h-index: 27
Works: 91
Citations: 2,188

Most-cited papers

Monitoring gait in multiple sclerosis with novel wearable motion sensors
Yaejin Moon, R. Mcginnis, Kirsten Seagers, R. Motl +4 more
2016PLoS ONE132 citations Open access
Semantic Scholar
Giving Voice to Vulnerable Children: Machine Learning Analysis of Speech Detects Anxiety and Depression in Early Childhood
Ellen W. McGinnis, Steve Anderau, Jessica L. Hruschak, Reed D. Gurchiek +5 more
2019IEEE journal of biomedical and health informatics106 citations Open access
Semantic Scholar
A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis
R. Mcginnis, Nikhil Mahadevan, Yaejin Moon, Kirsten Seagers +10 more
2017PLoS ONE98 citations Open access
Semantic Scholar
Robust Error-State Kalman Filter for Estimating IMU Orientation
Rachel V. Vitali, R. Mcginnis, N. Perkins
2021IEEE Sensors Journal83 citations
Semantic Scholar
Estimating Biomechanical Time-Series with Wearable Sensors: A Systematic Review of Machine Learning Techniques
Reed D. Gurchiek, Nick Cheney, R. Mcginnis
2019Italian National Conference on Sensors83 citations Open access
Semantic Scholar
Wearables and Deep Learning Classify Fall Risk from Gait in Multiple Sclerosis
Brett M. Meyer, Lindsey J. Tulipani, Reed D. Gurchiek, Dakota Allen +5 more
2020IEEE journal of biomedical and health informatics74 citations Open access
Semantic Scholar
The use of a single inertial sensor to estimate 3-dimensional ground reaction force during accelerative running tasks.
Reed D. Gurchiek, R. Mcginnis, Alan R. Needle, J. Mcbride +1 more
2017Journal of Biomechanics71 citations
Semantic Scholar
Quantifying performance and effects of load carriage during a challenging balancing task using an array of wireless inertial sensors.
S. Cain, R. Mcginnis, Steven P. Davidson, Rachel V. Vitali +2 more
2016Gait & Posture69 citations
Semantic Scholar
Assessment of Postural Sway in Individuals with Multiple Sclerosis Using a Novel Wearable Inertial Sensor
R. Sun, Yaejin Moon, R. Mcginnis, Kirsten Seagers +6 more
2018Digital Biomarkers67 citations Open access
Semantic Scholar
Open-Source Remote Gait Analysis: A Post-Surgery Patient Monitoring Application
Reed D. Gurchiek, Rebecca H. Choquette, B. Beynnon, J. Slauterbeck +3 more
2019Scientific Reports61 citations Open access
Semantic Scholar
Rapid detection of internalizing diagnosis in young children enabled by wearable sensors and machine learning
R. Mcginnis, Ellen W. McGinnis, Jessica L. Hruschak, Nestor L. Lopez-Duran +3 more
2019PLoS ONE60 citations Open access
Semantic Scholar
Next Steps in Wearable Technology and Community Ambulation in Multiple Sclerosis
M. Frechette, Brett M. Meyer, Lindsey J. Tulipani, Reed D. Gurchiek +2 more
2019Current Neurology and Neuroscience Reports58 citations
Semantic Scholar
A Highly Miniaturized, Wireless Inertial Measurement Unit for Characterizing the Dynamics of Pitched Baseballs and Softballs
R. Mcginnis, N. Perkins
2012Italian National Conference on Sensors56 citations Open access
Semantic Scholar
Method for Estimating Three-Dimensional Knee Rotations Using Two Inertial Measurement Units: Validation with a Coordinate Measurement Machine
Rachel V. Vitali, S. Cain, R. Mcginnis, Antonia M. Zaferiou +3 more
2017Italian National Conference on Sensors45 citations Open access
Semantic Scholar
Classification and Detection of Breathing Patterns with Wearable Sensors and Deep Learning
K. McClure, B. Erdreich, J. Bates, R. Mcginnis +2 more
2020Italian National Conference on Sensors44 citations Open access
Semantic Scholar
Quantifying the effects of load carriage and fatigue under load on sacral kinematics during countermovement vertical jump with IMU-based method
R. Mcginnis, S. Cain, Steven P. Davidson, Rachel V. Vitali +2 more
201643 citations
Semantic Scholar
Inertial Sensors—Applications and Challenges in a Nutshell
T. Seel, Man-On Kok, R. Mcginnis
2020Italian National Conference on Sensors41 citations Open access
Semantic Scholar
Kinematic analyses of the golf swing hub path and its role in golfer/club kinetic transfers.
S. Nesbit, R. Mcginnis
2009Journal of Sports Science and Medicine40 citations
Semantic Scholar
Rapid Anxiety and Depression Diagnosis in Young Children Enabled by Wearable Sensors and Machine Learning
R. Mcginnis, Ellen W. McGinnis, Jessica L. Hruschak, Nestor L. Lopez-Duran +3 more
2018Annual International Conference of the IEEE Engineering in Medicine and Biology Society37 citations
Semantic Scholar
Gait Event Detection Using a Thigh-Worn Accelerometer
Reed D. Gurchiek, Cole P Garabed, R. Mcginnis
2020Gait & Posture36 citations Open access
Semantic Scholar
Bowling ball dynamics revealed by miniature wireless MEMS inertial measurement unit
Kevin King, N. Perkins, Hugh B. Churchill, R. Mcginnis +2 more
201136 citations
Semantic Scholar
A new technology for resolving the dynamics of a swinging bat
Kevin King, J. Hough, R. Mcginnis, N. C. Perkins
201234 citations
Semantic Scholar
Accuracy of Femur Angles Estimated by IMUs During Clinical Procedures Used to Diagnose Femoroacetabular Impingement
R. Mcginnis, S. Cain, Sui Tao, David Whiteside +4 more
2015IEEE Transactions on Biomedical Engineering31 citations
Semantic Scholar
Wearable sensors and machine learning diagnose anxiety and depression in young children
R. Mcginnis, Ellen W. McGinnis, Jessica L. Hruschak, Nestor L. Lopez-Duran +3 more
20182018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)30 citations
Semantic Scholar
Skin mounted accelerometer system for measuring knee range of motion
R. Mcginnis, Shyamal Patel, Ikaro Silva, Nikhil Mahadevan +4 more
2016Annual International Conference of the IEEE Engineering in Medicine and Biology Society29 citations
Semantic Scholar
Validation of Complementary Filter Based IMU Data Fusion for Tracking Torso Angle and Rifle Orientation
R. Mcginnis, S. Cain, Steven P. Davidson, Rachel V. Vitali +2 more
201429 citations
Semantic Scholar
Evaluation of unsupervised 30-second chair stand test performance assessed by wearable sensors to predict fall status in multiple sclerosis
Lindsey J. Tulipani, Brett M. Meyer, Dakota Allen, A. Solomon +1 more
2022Gait & Posture28 citations Open access
Semantic Scholar
Validation of Novel Relative Orientation and Inertial Sensor-to-Segment Alignment Algorithms for Estimating 3D Hip Joint Angles
L. Adamowicz, Reed D. Gurchiek, Jonathan Ferri, Anna T. Ursiny +2 more
2019Italian National Conference on Sensors28 citations Open access
Semantic Scholar
Remote Gait Analysis Using Wearable Sensors Detects Asymmetric Gait Patterns in Patients Recovering from ACL Reconstruction
Reed D. Gurchiek, Rebecca H. Choquette, B. Beynnon, J. Slauterbeck +3 more
2019International Conference on Wearable and Implantable Body Sensor Networks27 citations
Semantic Scholar
A novel adhesive biosensor system for detecting respiration, cardiac, and limb movement signals during sleep: validation with polysomnography
Elise Jortberg, Ikaro Silva, Viprali V. Bhatkar, R. Mcginnis +5 more
2018Nature and Science of Sleep27 citations Open access
Semantic Scholar
Metrics extracted from a single wearable sensor during sit-stand transitions relate to mobility impairment and fall risk in people with multiple sclerosis
Lindsey J. Tulipani, Brett M. Meyer, Dale Larie, A. Solomon +1 more
2020Gait & Posture26 citations Open access
Semantic Scholar
Inertial sensor based method for identifying spherical joint center of rotation.
R. Mcginnis, N. Perkins
2013Journal of Biomechanics25 citations
Semantic Scholar
Wearables-Only Analysis of Muscle and Joint Mechanics: An EMG-Driven Approach
Reed D. Gurchiek, Nicole Donahue, Niccolo M. Fiorentino, R. Mcginnis
2021bioRxiv24 citations Open access
Semantic Scholar
Movements indicate threat response phases in children at-risk for anxiety
Ellen W. McGinnis, R. Mcginnis, M. Muzik, Jessica L. Hruschak +4 more
2016IEEE journal of biomedical and health informatics24 citations Open access
Semantic Scholar
Evaluation of Error-State Kalman Filter Method for Estimating Human Lower-Limb Kinematics during Various Walking Gaits
Michael V. Potter, Stephen M. Cain, Lauro V. Ojeda, Reed D. Gurchiek +2 more
2022Italian National Conference on Sensors23 citations Open access
Semantic Scholar
The Sit-to-Stand Transition as a Biomarker for Impairment: Comparison of Instrumented 30-Second Chair Stand Test and Daily Life Transitions in Multiple Sclerosis
Lindsey J. Tulipani, Brett M. Meyer, S. Fox, A. Solomon +1 more
2022IEEE transactions on neural systems and rehabilitation engineering23 citations Open access
Semantic Scholar
Inertial sensor and cluster analysis for discriminating agility run technique and quantifying changes across load
R. Mcginnis, S. Cain, Steven P. Davidson, Rachel V. Vitali +2 more
2017Biomedical Signal Processing and Control23 citations
Semantic Scholar
How Much Data Is Enough? A Reliable Methodology to Examine Long-Term Wearable Data Acquisition in Gait and Postural Sway
Brett M. Meyer, P. DePetrillo, Jaime Franco, Nicole Donahue +10 more
2022Italian National Conference on Sensors20 citations Open access
Semantic Scholar
Sprint Assessment Using Machine Learning and a Wearable Accelerometer.
Reed D. Gurchiek, Hasthika S. Rupasinghe Arachchige Don, Lasanthi C. R. Pelawa Watagoda, R. Mcginnis +4 more
2019Journal of Applied Biomechanics19 citations Open access
Semantic Scholar
Novel technology for mobility and balance tracking in patients with multiple sclerosis: a systematic review
R. Sun, R. Mcginnis, J. Sosnoff
2018Expert Review of Neurotherapeutics19 citations
Semantic Scholar
Continuous estimation of ground reaction force during long distance running within a fatigue monitoring framework: A Kalman filter-based model-data fusion approach.
Benjamin J LeBlanc, E. Hernandez, R. Mcginnis, Reed D. Gurchiek
2020Journal of Biomechanics18 citations Open access
Semantic Scholar
Open-source dataset reveals relationship between walking bout duration and fall risk classification performance in persons with multiple sclerosis
Brett M. Meyer, Lindsey J. Tulipani, Reed D. Gurchiek, Dakota Allen +3 more
2022PLOS Digital Health17 citations Open access
Semantic Scholar
Assessment of Early Gait Recovery After Anterior Approach Compared to Posterior Approach Total Hip Arthroplasty: A Smartphone Accelerometer-Based Study.
Nathaniel J. Nelms, C. E. Birch, D. Halsey, M. Blankstein +2 more
2020Journal of Arthroplasty17 citations
Semantic Scholar
Validation of Smartphone Based Heart Rate Tracking for Remote Treatment of Panic Attacks
R. Mcginnis, Ellen W. McGinnis, Christopher J. Petrillo, Jonathan Ferri +2 more
2020IEEE journal of biomedical and health informatics17 citations
Semantic Scholar
A Preliminary Investigation of the Effects of Obstacle Negotiation and Turning on Gait Variability in Adults with Multiple Sclerosis
L. Weed, Casey C Little, Susan L. Kasser, R. Mcginnis
2021Italian National Conference on Sensors16 citations Open access
Semantic Scholar
Quantifying warfighter performance in a target acquisition and aiming task using wireless inertial sensors.
Steven P. Davidson, S. Cain, R. Mcginnis, Rachel Vitali +2 more
2016Applied Ergonomics16 citations Open access
Semantic Scholar
Digital Phenotype for Childhood Internalizing Disorders: Less Positive Play and Promise for a Brief Assessment Battery
Ellen W. McGinnis, Jordyn Scism, Jessica L. Hruschak, M. Muzik +4 more
2021IEEE journal of biomedical and health informatics15 citations Open access
Semantic Scholar
Wearable sensors detect childhood internalizing disorders during mood induction task
Ellen W. McGinnis, R. Mcginnis, Jessica L. Hruschak, E. Bilek +7 more
2018PLoS ONE15 citations Open access
Semantic Scholar
Digital Phenotypes of Instability and Fatigue Derived From Daily Standing Transitions in Persons With Multiple Sclerosis
Tyler G. VanDyk, Brett M. Meyer, P. DePetrillo, Nicole Donahue +6 more
2023IEEE transactions on neural systems and rehabilitation engineering13 citations Open access
Semantic Scholar
Wearable sensors capture differences in muscle activity and gait patterns during daily activity in patients recovering from ACL reconstruction
R. Mcginnis, Javier B. Redrado, Rebecca H. Choquette, B. Beynnon +3 more
2018International Conference on Wearable and Implantable Body Sensor Networks13 citations
Semantic Scholar

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