Thurmon Lockhart
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ECA 323 Tempe, AZ 85287-9709
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Mail code: 9709Campus: Tempe
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Dr. Lockhart is the Inaugural MORE Foundation Professor of Life in Motion Professor in the Biomedical Engineering program in the School of Biological Health and Systems Engineering at Arizona State University. He also serves as a Research Affiliate Faculty at Mayo Clinic College of Medicine, Division of Endocrinology. Previously (2000-2014), Dr. Lockhart was a Professor at Virginia Tech, Industrial and Systems Engineering Department and, Virginia Tech/Wake Forest School of Biomedical Engineering and Science.
Professor Lockhart’s research and publications concern the identification of injury mechanisms and quantification of sensorimotor deficits and movement disorders associated with aging and neurological disorders on fall accidents. His academic grounding in biomechanical modeling, nonlinear dynamics, human postural control, gait mechanics, and wearable biosensor design underscore a fundamental capacity to provide unique clinical solutions to injury preventions utilizing both engineering and biomedical principles. As a result of above initiatives, Dr. Lockhart has published 3 edited books on "Sensors for Gait and Posture" and 2 textbooks (Biomechanics for Biomedical Engineers: ISBN 9781792456053 and, An Introduction to Statistics for Biomedical Engineers: ISBN 9781792445453) and more than 200 full-length manuscripts in a variety of journals and proceedings. Professor Lockhart was an Editor for Ergonomics (2010-2016) and is currently an Associate Editor of the Annals of Biomedical Engineering (Springer) and Editorial Board of the Ergonomics (Taylor & Francis), Academic Editor of the Sensors, and Board of Consulting Editors of the Journal of Biomechanics (Elsevier). Dr. Lockhart is the Section Editor for Wearable Biomedical Systems section in the Sensors (MDPI).
Professor Lockhart has worked on a number of research projects in the area of human locomotion, gait and posture, and wearable sensors. His efforts have involved contractual research and development from the National Science Foundation (NSF), CDC, NIH, National Institute of Occupational Safety and Health (NIOSH), Office of Naval Research (ONR), Department of Labor (DOL), Whitaker Foundation, Los Alamos National Laboratory, UPS, ITT and others. Additionally, collaboration with ITT in development of the new “Night-Vision” system in 2014 has led to the patent-8648897: A System and Method for Dynamically Enhancing Depth Perception in Head Borne Video Systems.
Dr. Lockhart has translated research findings into practice by reaching a significant number of external organizations and individuals. His outreach efforts have impacted several organizations including the UPS, Diageo, Los Alamos National Security, DOE, GE, BP, the US Navy. In recognition of these scientific achievements, Dr. Lockhart and co-workers were awarded the Alexander C. Williams, Jr., Design Award from the Human Factors and Ergonomics Society in 2008. His research was recently featured on the PBS NOVA Science Now and Good Morning America programs, Fortune, AgingWell, Men’s Health and Discover magazines.
Current research directions include: Collection of real-time physiological data about an individual's health behaviors (e.g., fall risk, fatigue, frailty etc.) and performances (e.g. wearable systems -heart rate variability using PPG and gait stability using Graphene sensors as well as EMG, FMG, and ECG etc.). And, decouple and gather actionable intelligence from the biosensor system utilizing various computational methods utilizing nonlinear dynamics and theory of Chaos. Finally, prediction of behavior utilizing machine learning and deep neural network from the wearable devices in order to predict and react to declines in performance and readiness.
Ph.D. Industrial and Systems Engineering, Texas Tech-Lubbock 2000. Dissertation: Biomechanics of Slips and Falls.
Areas of Research Interests
- Fall risk prediction and assessments
- Movement Disorders (e.g., Parkinson’s disease, Stroke, Ataxia)
- Gait and Posture, Locomotion and Postural Control, and Nonlinear Dynamics
- Wireless wearable sensors for continuous, non-invasive gait monitoring to accurately detect and study fall events and predict future falls in the elderly population
- Interventions (nutrition/exercise) to reduce falls in older adults
- Occupational fall prevention training
Current research directions include: Collection of real-time physiological data about an individual's health behaviors (e.g., fall risk, fatigue, frailty etc.) and performances (e.g. wearable systems -heart rate variability using PPG and Graphene sensors as well as EMG, FMG, and ECG etc.). And then, decouple and gather actionable intelligence from the biosensor system utilizing various computational methods utilizing nonlinear dynamics and theory of Chaos. Finally, prediction of behavior utilizing machine learning and deep neural network from the wearable devices in order to predict and react to declines in performance and readiness.
- Lockhart, T., Soangra, R., Yoon, H., Wu, T., Frames, C., Weaver, R., and Roberto, K., (2021). Prediction of Fall Risk Among Community-Dwelling Older Adults Using a Wearable System. Scientific Reports 11, 20976.https://doi.org/10.1038/s41598-021-00458-5
- Olson, M., and Lockhart T., (2021). Predicting Fall Risk Through Automatic Wearable Monitoring: A Systematic Review. International Journal of Prognostics and Health, 12(4): Special Issue on PHM for Human Health & Performance II.https://doi.org/10.36001/ijphm.2021.v12i4.2958
- Hussain, V. S., Spano, M. L., & Lockhart, T. E. (2020). Effect of data length on time delay and embedding dimension for calculating the Lyapunov exponent in walking. Journal of the Royal Society Interface, 17(168), 20200311. https://doi.org/10.1098/rsif.2020.0311
- Chou, E.-F.; Khine, M.; Lockhart, T.; Soangra, R. Effects of ECG Data Length on Heart Rate Variability among Young Healthy Adults. Sensors 2021, 21, 6286.https://doi.org/10.3390/s21186286
- Soangra, R.; Lockhart, T. Smartphone-Based Prediction Model for Postoperative Cardiac Surgery Outcomes Using Preoperative Gait and Posture Measures. Sensors 2021, 21, 1704. https://doi.org/10.3390/ s21051704
- Impedovo, D., Lockhart, T., Mekyska, J., Najafi, B., & Tanaka, T. (2022). IEEE Access Special Section Editorial: Behavioral Biometrics for Ehealth and Well-Being. IEEE Access, 10, 5670656710. https://doi.org/10.1109/ACCESS.2022.3177265
- Doshi, K.B., Moon, S.H., Whitaker, M.D. and, Lockhart T.E.. Assessment of gait and posture characteristics using a smartphone wearable system for persons with osteoporosis with and without falls. Sci Rep 13, 538 (2023). https://doi.org/10.1038/s41598-023-27788-w
- https://lermagazine.com/article/gait-and-balance-dysfunction-in-older-adults-challenges-and-interventions
- https://lermagazine.com/article/dynamical-properties-of-postural-control-in-obese-community-dwelling-older-adults
- http://www.pbs.org/wgbh/nova/tech/what-future-be-like.html
- (Shorter version of NOVA Program Above: https://www.youtube.com/watch?v=MGGCxMlwKsw)
- http://sciencebusiness.technewslit.com/?p=5693
- http://www.insidescience.org/content/preventing-slips-trips-and-falls/535
- http://usatoday30.usatoday.com/news/health/2008-02-11-311954235_x.htm
- http://www.cbsnews.com/news/study-why-a-slip-becomes-a-fall/
- http://www.nbcnews.com/id/23115292/ns/health-aging/t/small-tumbles-can-predict-seniors-serious-falls/#.VBxm6GotATk
- http://phys.org/news136633890.html
- http://www.youtube.com/watch?v=cTuqgr8vd7o
- http://compass.ups.com/article.aspx?id=438
- http://www.workplacesafetyadvisors.com/slip-trip-and-fall-protection.html
- http://www.zdnet.com/blog/emergingtech/e-textiles-to-monitor-your-health/727
- http://www.dynamicchiropractic.com/mpacms/dc/article.php?id=55301
- http://www.todaysgeriatricmedicine.com/archive/091712p26.shtml
- http://www.globalaging.org/health/us/slip.htm
- http://www.washingtonpost.com/business/on-small-business/as-america-grays-businesses-help-seniors-age-in-place/2012/01/24/gIQANHhyVS_story.htm
ExoBoot: : Sponsor: The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. Primary: United States Army Medical Research Acquisition Activity (USAMRAA). The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. Musculoskeletal Injury Risk due to the Prolonged Use of Exoskeleton Boots on Inclined Surfaces (MO240001) ($224,997, 1/01/2024 to 8/31/2025).
DOD: ARMY: Prime Solutions Group, Inc. Project: SBIR A224-025: Combat Readiness (PI: Thurmon Lockhart) ($49,250, 0.5M), 1/01/2023-08/31/2024.
NSF: Center for Building Reliable Advances and Innovations in Neurotechnology (BRAIN): Project: Developing Fall Detection Tools for Usage in Senior Living Facilities. (PI: Thurmon Lockhart) ($75K, 0.5M), 8/01/2022-08/31/2023.
Consumer Product Safety Commission (CPSC): Adult Bathing Surface Standards Development. (PI: Thurmon Lockhart) ($340,667, 0.5M), 10/01/2020– 09/30/2023
NSF: Center for Building Reliable Advances and Innovations in Neurotechnology (BRAIN): BRAIN Project: Effects of Acute Low Back Pain Spinal Injection on Activities. (PI: Thurmon Lockhart) ($70K, 0.5M), 5/01/2021– 8/31/2022
NSF: Center for Building Reliable Advances and Innovations in Neurotechnology (BRAIN): BRAIN Project: Fractal rhythm of heart: Effects of physical intensities. (PI: Thurmon Lockhart) ($70K, 0.5M), 5/18/2020– 8/08/2021
EXOS: Fall Motion Data Collection. (PI: Thurmon Lockhart) ($45K), 9/01/2020–10/31/2023
Partnership for Economic Innovation (AZPEI): Wearable Fall Risk Assessment System.
(PI: Thurmon Lockhart) ($77,642), 9/01/2020– 12/31/2023
Courses
2025 Spring
Course Number | Course Title |
---|---|
BDE 799 | Dissertation |
BDE 792 | Research |
BME 316 | Biomechanics for BME |
BDE 795 | Continuing Registration |
BDE 799 | Dissertation |
BME 316 | Biomechanics for BME |
2024 Fall
Course Number | Course Title |
---|---|
BME 492 | Honors Directed Study |
BME 493 | Honors Thesis |
BDE 792 | Research |
BDE 799 | Dissertation |
BME 494 | Special Topics |
BME 598 | Special Topics |
2024 Summer
Course Number | Course Title |
---|---|
BDE 792 | Research |
2024 Spring
Course Number | Course Title |
---|---|
BME 492 | Honors Directed Study |
BDE 799 | Dissertation |
BME 492 | Honors Directed Study |
BDE 792 | Research |
BME 493 | Honors Thesis |
BME 316 | Biomechanics for BME |
BDE 795 | Continuing Registration |
BDE 799 | Dissertation |
2023 Fall
Course Number | Course Title |
---|---|
BME 492 | Honors Directed Study |
BDE 792 | Research |
BDE 799 | Dissertation |
BME 316 | Biomechanics for BME |
BME 494 | Special Topics |
BME 598 | Special Topics |
2023 Summer
Course Number | Course Title |
---|---|
BDE 792 | Research |
2023 Spring
Course Number | Course Title |
---|---|
BDE 799 | Dissertation |
BME 394 | Special Topics |
BDE 792 | Research |
BME 493 | Honors Thesis |
BME 316 | Biomechanics for BME |
BDE 795 | Continuing Registration |
BDE 799 | Dissertation |
2022 Fall
Course Number | Course Title |
---|---|
BDE 792 | Research |
BDE 799 | Dissertation |
BME 492 | Honors Directed Study |
BME 494 | Special Topics |
BME 598 | Special Topics |
2022 Summer
Course Number | Course Title |
---|---|
BDE 792 | Research |
2022 Spring
Course Number | Course Title |
---|---|
BDE 799 | Dissertation |
BDE 792 | Research |
BME 394 | Special Topics |
BME 316 | Biomechanics for BME |
BME 122 | Statistics for Biomedical Eng |
BDE 792 | Research |
BDE 795 | Continuing Registration |
BDE 799 | Dissertation |
2021 Fall
Course Number | Course Title |
---|---|
BDE 792 | Research |
BDE 799 | Dissertation |
BME 494 | Special Topics |
BME 598 | Special Topics |
BDE 799 | Dissertation |
2021 Summer
Course Number | Course Title |
---|---|
BDE 792 | Research |
2021 Spring
Course Number | Course Title |
---|---|
BDE 799 | Dissertation |
BME 394 | Special Topics |
BDE 792 | Research |
BME 394 | Special Topics |
BME 316 | Biomechanics for BME |
BME 122 | Statistics for Biomedical Eng |
2020 Fall
Course Number | Course Title |
---|---|
BME 492 | Honors Directed Study |
BME 493 | Honors Thesis |
BME 592 | Research |
BME 599 | Thesis |
BME 792 | Research |
BDE 792 | Research |
BDE 799 | Dissertation |
BME 493 | Honors Thesis |
BME 492 | Honors Directed Study |
BME 394 | Special Topics |
BME 394 | Special Topics |
BME 394 | Special Topics |
BME 394 | Special Topics |
2020 Summer
Course Number | Course Title |
---|---|
BDE 792 | Research |
2020 Spring
Course Number | Course Title |
---|---|
BME 792 | Research |
BME 493 | Honors Thesis |
BME 592 | Research |
BME 492 | Honors Directed Study |
BME 599 | Thesis |
BME 394 | Special Topics |
BME 394 | Special Topics |
BDE 799 | Dissertation |
BME 492 | Honors Directed Study |
BME 394 | Special Topics |
BDE 792 | Research |
BME 493 | Honors Thesis |
BME 122 | Statistics for Biomedical Eng |
BME 598 | Special Topics |
BME 394 | Special Topics |
2019 Fall
Course Number | Course Title |
---|---|
BME 492 | Honors Directed Study |
BME 493 | Honors Thesis |
BME 592 | Research |
BME 599 | Thesis |
BME 792 | Research |
BME 493 | Honors Thesis |
BME 492 | Honors Directed Study |
BME 394 | Special Topics |
BME 394 | Special Topics |
BME 394 | Special Topics |
BME 394 | Special Topics |
BME 122 | Statistics for Biomedical Eng |
- Alexander C. Williams, Jr., Design Award (HFES, 2008)
- ADA Disability Research Award (2007)
- Liberty Mutual Best Paper Award (Published in Ergonomics, 2003-2004) (2005)
- The Whitaker Foundation Biomedical Engineering Grant Investigator (2003)
- CDC/NIH Special Emphasis Research Career Award (SERCA K01) (2001)
- ARCS Scholar, Achievement Rewards for College Scientists (1999)
- 2010 – Present Associate Editor, Annals of Biomedical Engineering (Springer)
- 2015 – Present Board of Consulting Editor, Journal of Biomechanics (Elsevier)
- 2016 – Present Editor, Sensors (MDPI)
- 2010 –2016 Editor, Ergonomics (Taylor & Francis)
- 2016 – Present Editorial Board, Ergonomics (Taylor & Francis)
- 2018 - Present Editor-in-Chief, Wearable Biomedical Systems (Sci)
- 2010 – Present Editorial Member, Biomedical Engineering Society, USA
- 2016 – Present Selection Panel, EU Marie Curie ASSSTID Fellowship, EU
- 2016 – Present Expert Committee, Canada Foundation for Innovation, CA
- 2004 – Present Member, Institute of Ergonomics and Human Factors, UK
08/2014 – Present Professor, School of Biological and Health Systems Engineering, Ira A.Fulton Schools of Engineering, Arizona State University, Tempe, AZ
10/2008 – Present Guest Professor, Ghent University, Ghent, Belgium
08/2017 – Present Research Affiliate Professor, Mayo Clinic College of Medicine, Division of Endocrinology, Mayo Clinic Arizona, Scottsdale, AZ
10/2014 – Present, Adjunct Professor, Barrow Neurological Institute, Phoenix, AZ
06/2013 – 07/2014 Professor, Grado Department of Industrial and Systems Engineering, Virginia Tech, Blacksburg, VA
06/2006 – 06/2013 Associate Professor, Grado Department of Industrial and Systems Eng
08/2000 – 06/2006 Assistant Professor, Department of Industrial and Systems Engineering
08/2002 – 07/2014 Primary Faculty, Virginia Tech / Wake Forest School of Biomedical Engineering and Science, Blacksburg, VA