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Ryan S. McGinnis, Ph.D. - Publications

Affiliations: 
2013 Mechanical Engineering University of Michigan, Ann Arbor, Ann Arbor, MI 
Area:
Mechanical Engineering, Biomechanics Biophysics, Recreation
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43 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Potter MV, Cain SM, Ojeda LV, Gurchiek RD, McGinnis RS, Perkins NC. Evaluation of Error-State Kalman Filter Method for Estimating Human Lower-Limb Kinematics during Various Walking Gaits. Sensors (Basel, Switzerland). 22. PMID 36366096 DOI: 10.3390/s22218398  0.702
2021 Potter MV, Cain SM, Ojeda LV, Gurchiek RD, McGinnis RS, Perkins NC. Error-state Kalman filter for lower-limb kinematic estimation: Evaluation on a 3-body model. Plos One. 16: e0249577. PMID 33878142 DOI: 10.1371/journal.pone.0249577  0.679
2021 McGinnis RS, McGinnis EW, Petrillo C, Ferri J, Scism J, Price M. Validation of Smartphone Based Heart Rate Tracking for Remote Treatment of Panic Attacks. Ieee Journal of Biomedical and Health Informatics. 25: 656-662. PMID 32750933 DOI: 10.1109/Jbhi.2020.3001573  0.303
2020 Meyer BM, Tulipani LJ, Gurchiek RD, Allen DA, Adamowicz L, Larie D, Solomon AJ, Cheney N, McGinnis R. Wearables and Deep Learning Classify Fall Risk from Gait in Multiple Sclerosis. Ieee Journal of Biomedical and Health Informatics. PMID 32946403 DOI: 10.1109/Jbhi.2020.3025049  0.379
2020 Tulipani LJ, Meyer B, Larie D, Solomon AJ, McGinnis RS. Metrics extracted from a single wearable sensor during sit-stand transitions relate to mobility impairment and fall risk in people with multiple sclerosis. Gait & Posture. 80: 361-366. PMID 32615409 DOI: 10.1016/J.Gaitpost.2020.06.014  0.315
2020 Gurchiek RD, Garabed CP, McGinnis RS. Gait event detection using a thigh-worn accelerometer. Gait & Posture. 80: 214-216. PMID 32535399 DOI: 10.1016/J.Gaitpost.2020.06.004  0.357
2019 Gurchiek RD, Cheney N, McGinnis RS. Estimating Biomechanical Time-Series with Wearable Sensors: A Systematic Review of Machine Learning Techniques. Sensors (Basel, Switzerland). 19. PMID 31795151 DOI: 10.3390/S19235227  0.39
2019 Gurchiek RD, Choquette RH, Beynnon BD, Slauterbeck JR, Tourville TW, Toth MJ, McGinnis RS. Open-Source Remote Gait Analysis: A Post-Surgery Patient Monitoring Application. Scientific Reports. 9: 17966. PMID 31784691 DOI: 10.1038/S41598-019-54399-1  0.352
2019 Adamowicz L, Gurchiek RD, Ferri J, Ursiny AT, Fiorentino N, McGinnis RS. Validation of Novel Relative Orientation and Inertial Sensor-to-Segment Alignment Algorithms for Estimating 3D Hip Joint Angles. Sensors (Basel, Switzerland). 19. PMID 31771263 DOI: 10.3390/S19235143  0.455
2019 Frechette ML, Meyer BM, Tulipani LJ, Gurchiek RD, McGinnis RS, Sosnoff JJ. Next Steps in Wearable Technology and Community Ambulation in Multiple Sclerosis. Current Neurology and Neuroscience Reports. 19: 80. PMID 31485896 DOI: 10.1007/S11910-019-0997-9  0.368
2019 Gurchiek RD, Don HSRA, Watagoda LCRP, McGinnis RS, van Werkhoven H, Needle AR, McBride JM, Arnholt AT. Sprint Assessment Using Machine Learning and a Wearable Accelerometer. Journal of Applied Biomechanics. 1-16. PMID 30676153 DOI: 10.1123/Jab.2018-0107  0.38
2019 McGinnis RS, McGinnis EW, Hruschak J, Lopez-Duran NL, Fitzgerald K, Rosenblum KL, Muzik M. Rapid detection of internalizing diagnosis in young children enabled by wearable sensors and machine learning. Plos One. 14: e0210267. PMID 30650109 DOI: 10.1371/Journal.Pone.0210267  0.325
2018 Sun R, McGinnis R, Sosnoff JJ. Novel technology for mobility and balance tracking in patients with multiple sclerosis: a systematic review. Expert Review of Neurotherapeutics. 1-12. PMID 30301382 DOI: 10.1080/14737175.2018.1533816  0.347
2018 McGinnis EW, McGinnis RS, Hruschak J, Bilek E, Ip K, Morlen D, Lawler J, Lopez-Duran NL, Fitzgerald K, Rosenblum KL, Muzik M. Wearable sensors detect childhood internalizing disorders during mood induction task. Plos One. 13: e0195598. PMID 29694369 DOI: 10.1371/Journal.Pone.0195598  0.322
2018 Gurchiek RD, McGinnis RS, Needle AR, McBride JM, van Werkhoven H. An adaptive filtering algorithm to estimate sprint velocity using a single inertial sensor Sports Engineering. 21: 389-399. DOI: 10.1007/S12283-018-0285-Y  0.387
2017 Vitali RV, Cain SM, McGinnis RS, Zaferiou AM, Ojeda LV, Davidson SP, Perkins NC. Method for Estimating Three-Dimensional Knee Rotations Using Two Inertial Measurement Units: Validation with a Coordinate Measurement Machine. Sensors (Basel, Switzerland). 17. PMID 28846613 DOI: 10.3390/S17091970  0.705
2017 Gurchiek RD, McGinnis RS, Needle AR, McBride JM, van Werkhoven H. The use of a single inertial sensor to estimate 3-dimensional ground reaction force during accelerative running tasks. Journal of Biomechanics. PMID 28830590 DOI: 10.1016/J.Jbiomech.2017.07.035  0.377
2017 McGinnis RS, Mahadevan N, Moon Y, Seagers K, Sheth N, Wright JA, DiCristofaro S, Silva I, Jortberg E, Ceruolo M, Pindado JA, Sosnoff J, Ghaffari R, Patel S. A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis. Plos One. 12: e0178366. PMID 28570570 DOI: 10.1371/Journal.Pone.0178366  0.416
2017 Moon Y, McGinnis RS, Seagers K, Motl RW, Sheth N, Wright JA, Ghaffari R, Sosnoff JJ. Monitoring gait in multiple sclerosis with novel wearable motion sensors. Plos One. 12: e0171346. PMID 28178288 DOI: 10.1371/Journal.Pone.0171346  0.404
2017 McGinnis RS, Hough J, Perkins NC. Accuracy of Wearable Sensors for Estimating Joint Reactions Journal of Computational and Nonlinear Dynamics. 12. DOI: 10.1115/1.4035667  0.436
2017 McGinnis RS, Cain SM, Davidson SP, Vitali RV, McLean SG, Perkins NC. Inertial sensor and cluster analysis for discriminating agility run technique and quantifying changes across load Biomedical Signal Processing and Control. 32: 150-156. DOI: 10.1016/J.Bspc.2016.10.013  0.707
2016 McGinnis RS, Patel S, Silva I, Mahadevan N, DiCristofaro S, Jortberg E, Ceruolo M, Aranyosi AJ. Skin mounted accelerometer system for measuring knee range of motion. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 5298-5302. PMID 28269456 DOI: 10.1109/EMBC.2016.7591923  0.348
2016 McGinnis RS, Patel S, Silva I, Mahadevan N, DiCristofaro S, Jortberg E, Ceruolo M, Aranyosi AJ, McGinnis RS, Patel S, Silva I, Mahadevan N, DiCristofaro S, Jortberg E, Ceruolo M, ... ... McGinnis RS, et al. Skin mounted accelerometer system for measuring knee range of motion. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 5298-5302. PMID 28227706 DOI: 10.1109/EMBC.2016.7591923  0.348
2016 McGinnis E, McGinnis R, Muzik M, Hruschak J, Lopez-Duran N, Perkins N, Fitzgerald K, Rosenblum K. Movements indicate threat response phases in children at-risk for anxiety. Ieee Journal of Biomedical and Health Informatics. PMID 27576271 DOI: 10.1109/Jbhi.2016.2603159  0.577
2016 Davidson SP, Cain SM, McGinnis RS, Vitali RR, Perkins NC, McLean SG. Quantifying warfighter performance in a target acquisition and aiming task using wireless inertial sensors. Applied Ergonomics. 56: 27-33. PMID 27184308 DOI: 10.1016/J.Apergo.2016.03.001  0.677
2016 Cain SM, McGinnis RS, Davidson SP, Vitali RV, Perkins NC, McLean SG. Quantifying performance and effects of load carriage during a challenging balancing task using an array of wireless inertial sensors. Gait & Posture. 43: 65-9. PMID 26669954 DOI: 10.1016/J.Gaitpost.2015.10.022  0.688
2016 Davidson SP, Cain SM, McGinnis RS, Vitali RR, Perkins NC, McLean SG. Quantifying warfighter performance in a target acquisition and aiming task using wireless inertial sensors Applied Ergonomics. 56: 27-33. DOI: 10.1016/j.apergo.2016.03.001  0.661
2016 McGinnis RS, Cain SM, Davidson SP, Vitali RV, Perkins NC, McLean SG. Quantifying the effects of load carriage and fatigue under load on sacral kinematics during countermovement vertical jump with IMU-based method Sports Engineering. 19: 21-34. DOI: 10.1007/S12283-015-0185-3  0.713
2015 Whiteside D, McGinnis RS, Deneweth JM, Zernicke RF, Goulet GC. Ball flight kinematics, release variability and in-season performance in elite baseball pitching. Scandinavian Journal of Medicine & Science in Sports. PMID 25809339 DOI: 10.1111/Sms.12443  0.326
2015 McGinnis RS, Cain SM, Tao S, Whiteside D, Goulet GC, Gardner EC, Bedi A, Perkins NC. Accuracy of Femur Angles Estimated by IMUs During Clinical Procedures Used to Diagnose Femoroacetabular Impingement. Ieee Transactions On Bio-Medical Engineering. 62: 1503-13. PMID 25608299 DOI: 10.1109/Tbme.2015.2392758  0.711
2015 McGinnis RS, Cain SM, Davidson SP, Vitali RV, McLean SG, Perkins NC. Inertial sensor and cluster analysis for discriminating agility run technique Ifac Proceedings Volumes (Ifac-Papersonline). 48: 423-428. DOI: 10.1016/J.Ifacol.2015.10.177  0.706
2014 McGinnis RS, Cain SM, Davidson SP, Vitali RV, McLean SG, Perkins NC. Validation of complementary filter based IMU data fusion for tracking torso angle and rifle orientation Asme International Mechanical Engineering Congress and Exposition, Proceedings (Imece). 3. DOI: 10.1115/IMECE201436909  0.614
2014 Fox A, Davidson S, McGinnis R, Cain S, Saunders N, McLean S. Exploring the use of wireless inertial measurement units for biomechanical analysis of side-step cutting manoeuvres Journal of Science and Medicine in Sport. 18: e144-e145. DOI: 10.1016/J.Jsams.2014.11.149  0.565
2013 McGinnis RS, Perkins NC. Inertial sensor based method for identifying spherical joint center of rotation. Journal of Biomechanics. 46: 2546-9. PMID 23932326 DOI: 10.1016/J.Jbiomech.2013.07.017  0.644
2013 Hough J, McGinnis RS, Perkins NC. Benchmarking the accuracy of inertial measurement units for estimating kinetic energy Asme International Mechanical Engineering Congress and Exposition, Proceedings (Imece). 3. DOI: 10.1115/IMECE2013-63303  0.534
2013 McGinnis RS, Hough J, Perkins NC. Benchmarking the accuracy of inertial measurement units for estimating joint reactions Asme International Mechanical Engineering Congress and Exposition, Proceedings (Imece). 3. DOI: 10.1115/IMECE2013-63300  0.561
2012 McGinnis RS, Perkins NC. A highly miniaturized, wireless inertial measurement unit for characterizing the dynamics of pitched baseballs and softballs Sensors (Switzerland). 12: 11933-11945. DOI: 10.3390/S120911933  0.646
2012 McGinnis R, Perkins NC, King K. Reconstructing free-flight angular velocity from a miniaturized wireless accelerometer Journal of Applied Mechanics, Transactions Asme. 79. DOI: 10.1115/1.4006162  0.634
2012 McGinnis RS, Perkins NC, King K. Pitcher training aided by instrumented baseball Procedia Engineering. 34: 580-585. DOI: 10.1016/J.Proeng.2012.04.099  0.634
2012 King K, Hough J, McGinnis R, Perkins NC. A new technology for resolving the dynamics of a swinging bat Sports Engineering. 15: 41-52. DOI: 10.1007/S12283-012-0084-9  0.635
2011 Perkins NC, King K, Mcginnis R, Hough J. A sporting chance Mechanical Engineering. 133. DOI: 10.1115/1.2011-Jul-3  0.514
2011 King K, Perkins NC, Churchill H, McGinnis R, Doss R, Hickland R. Bowling ball dynamics revealed by miniature wireless MEMS inertial measurement unit Sports Engineering. 13: 95-104. DOI: 10.1007/S12283-010-0054-Z  0.618
2010 McGinnis RS, Nesbit S. Golf club deflection characteristics as a function of the swing hub path Open Sports Sciences Journal. 3: 155-164. DOI: 10.2174/1875399X01003010155  0.317
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