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A wearable computing platform for developing cloud-based machine learning models for health monitoring applications.
Patel S, McGinnis RS, Silva I, DiCristofaro S, Mahadevan N, Jortberg E, Franco J, Martin A, Lust J, Raj M, McGrane B, DePetrillo P, Aranyosi AJ, Ceruolo M, Pindado J, Ghaffari R. Patel S, et al. Among authors: mcginnis rs. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:5997-6001. doi: 10.1109/EMBC.2016.7592095. Annu Int Conf IEEE Eng Med Biol Soc. 2016. PMID: 28269619
A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis.
McGinnis RS, Mahadevan N, Moon Y, Seagers K, Sheth N, Wright JA Jr, DiCristofaro S, Silva I, Jortberg E, Ceruolo M, Pindado JA, Sosnoff J, Ghaffari R, Patel S. McGinnis RS, et al. PLoS One. 2017 Jun 1;12(6):e0178366. doi: 10.1371/journal.pone.0178366. eCollection 2017. PLoS One. 2017. PMID: 28570570 Free PMC article.
Sprint Assessment Using Machine Learning and a Wearable Accelerometer.
Gurchiek RD, Rupasinghe Arachchige Don HS, Pelawa Watagoda LCR, McGinnis RS, van Werkhoven H, Needle AR, McBride JM, Arnholt AT. Gurchiek RD, et al. Among authors: mcginnis rs. J Appl Biomech. 2019 Apr 1;35(2):164-169. doi: 10.1123/jab.2018-0107. Epub 2019 Feb 5. J Appl Biomech. 2019. PMID: 30676153
Gait event detection using a thigh-worn accelerometer.
Gurchiek RD, Garabed CP, McGinnis RS. Gurchiek RD, et al. Among authors: mcginnis rs. Gait Posture. 2020 Jul;80:214-216. doi: 10.1016/j.gaitpost.2020.06.004. Epub 2020 Jun 6. Gait Posture. 2020. PMID: 32535399 Free PMC article.
67 results