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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.
Wearable sensors detect childhood internalizing disorders during mood induction task.
McGinnis EW, McGinnis RS, Hruschak J, Bilek E, Ip K, Morlen D, Lawler J, Lopez-Duran NL, Fitzgerald K, Rosenblum KL, Muzik M. McGinnis EW, et al. Among authors: mcginnis rs. PLoS One. 2018 Apr 25;13(4):e0195598. doi: 10.1371/journal.pone.0195598. eCollection 2018. PLoS One. 2018. PMID: 29694369 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
Giving Voice to Vulnerable Children: Machine Learning Analysis of Speech Detects Anxiety and Depression in Early Childhood.
McGinnis EW, Anderau SP, Hruschak J, Gurchiek RD, Lopez-Duran NL, Fitzgerald K, Rosenblum KL, Muzik M, McGinnis RS. McGinnis EW, et al. Among authors: mcginnis rs. IEEE J Biomed Health Inform. 2019 Nov;23(6):2294-2301. doi: 10.1109/JBHI.2019.2913590. Epub 2019 Apr 26. IEEE J Biomed Health Inform. 2019. PMID: 31034426 Free PMC article.
67 results