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Video corroboration of player incurred impacts using trunk worn sensors among national ice-hockey team members

PURPOSE: Video corroboration of player incurred impacts (PII) using trunk-worn wearable sensors (WS) among national ice-hockey team members. METHODS: 23 members of the U.S. National (NTDP) U18 team consented to procedures approved by EMU Human Subjects Committee. Bioharness-3 (Zephyr, MD) WS recorde...

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Autores principales: Pilotti-Riley, Aaron, Stojanov, Davor, Sohaib Arif, Muhammad, McGregor, Stephen J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6590802/
https://www.ncbi.nlm.nih.gov/pubmed/31233527
http://dx.doi.org/10.1371/journal.pone.0218235
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author Pilotti-Riley, Aaron
Stojanov, Davor
Sohaib Arif, Muhammad
McGregor, Stephen J.
author_facet Pilotti-Riley, Aaron
Stojanov, Davor
Sohaib Arif, Muhammad
McGregor, Stephen J.
author_sort Pilotti-Riley, Aaron
collection PubMed
description PURPOSE: Video corroboration of player incurred impacts (PII) using trunk-worn wearable sensors (WS) among national ice-hockey team members. METHODS: 23 members of the U.S. National (NTDP) U18 team consented to procedures approved by EMU Human Subjects Committee. Bioharness-3 (Zephyr, MD) WS recorded occurrences of PII during games and impacts were generated using Impact Processor (Zephyr, MD). Eight players with the top activity levels each game determined by WS, were observed using video and synchronized with game video collected by NTDP staff. Impacts identified by WS of 6–7.9 g (Z3), 8–9.9 g (Z4) and 10+ g (Z5) were used to corroborate PII. Magnitude and duration of each identified impact were compared by category using MANOVA with Tukey post hoc (α = 0.05; SPSS 22.0, IBM, NY). RESULTS: Of 419 on-ice impacts, 358 were confirmed true PII (85.5%), 60 as other non-PII (14.3%) and 1 false positive (0.2%). For 358 PII, 17 (4.1%) were 1) Board contact/no check, 74 (17.7%), 2) Board contact/check, 202 (48.2%), 3) Open ice check, 65 (15.5%), 4) Player fall. Of 60 Non-PII, 19 (4.5%) as 5) other form of player to player event, 16 (3.8%) as 6) Hard Stop, 19 (4.5%) as 7) Slapshots and 6 (1.4%) as 8) other identifiable player events. 160 of the 200 Z3 events were PII (80%), 103 of 110 Z4 events (93.6%) and 95 of 109 Z5 events were PII (87.2%). The magnitude of impacts was not different by category, but the duration of category 6 (Hard stop; .058 s) was lower than categories 2, 4 and 7 (.112, .112, .133 s, respectively, p < .05). CONCLUSION: These data show that using some limited criteria (e.g. impact magnitude and duration), PII can be identified with relatively high accuracy in ice hockey using trunk-worn wearable sensors.
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spelling pubmed-65908022019-07-05 Video corroboration of player incurred impacts using trunk worn sensors among national ice-hockey team members Pilotti-Riley, Aaron Stojanov, Davor Sohaib Arif, Muhammad McGregor, Stephen J. PLoS One Research Article PURPOSE: Video corroboration of player incurred impacts (PII) using trunk-worn wearable sensors (WS) among national ice-hockey team members. METHODS: 23 members of the U.S. National (NTDP) U18 team consented to procedures approved by EMU Human Subjects Committee. Bioharness-3 (Zephyr, MD) WS recorded occurrences of PII during games and impacts were generated using Impact Processor (Zephyr, MD). Eight players with the top activity levels each game determined by WS, were observed using video and synchronized with game video collected by NTDP staff. Impacts identified by WS of 6–7.9 g (Z3), 8–9.9 g (Z4) and 10+ g (Z5) were used to corroborate PII. Magnitude and duration of each identified impact were compared by category using MANOVA with Tukey post hoc (α = 0.05; SPSS 22.0, IBM, NY). RESULTS: Of 419 on-ice impacts, 358 were confirmed true PII (85.5%), 60 as other non-PII (14.3%) and 1 false positive (0.2%). For 358 PII, 17 (4.1%) were 1) Board contact/no check, 74 (17.7%), 2) Board contact/check, 202 (48.2%), 3) Open ice check, 65 (15.5%), 4) Player fall. Of 60 Non-PII, 19 (4.5%) as 5) other form of player to player event, 16 (3.8%) as 6) Hard Stop, 19 (4.5%) as 7) Slapshots and 6 (1.4%) as 8) other identifiable player events. 160 of the 200 Z3 events were PII (80%), 103 of 110 Z4 events (93.6%) and 95 of 109 Z5 events were PII (87.2%). The magnitude of impacts was not different by category, but the duration of category 6 (Hard stop; .058 s) was lower than categories 2, 4 and 7 (.112, .112, .133 s, respectively, p < .05). CONCLUSION: These data show that using some limited criteria (e.g. impact magnitude and duration), PII can be identified with relatively high accuracy in ice hockey using trunk-worn wearable sensors. Public Library of Science 2019-06-24 /pmc/articles/PMC6590802/ /pubmed/31233527 http://dx.doi.org/10.1371/journal.pone.0218235 Text en © 2019 Pilotti-Riley et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Pilotti-Riley, Aaron
Stojanov, Davor
Sohaib Arif, Muhammad
McGregor, Stephen J.
Video corroboration of player incurred impacts using trunk worn sensors among national ice-hockey team members
title Video corroboration of player incurred impacts using trunk worn sensors among national ice-hockey team members
title_full Video corroboration of player incurred impacts using trunk worn sensors among national ice-hockey team members
title_fullStr Video corroboration of player incurred impacts using trunk worn sensors among national ice-hockey team members
title_full_unstemmed Video corroboration of player incurred impacts using trunk worn sensors among national ice-hockey team members
title_short Video corroboration of player incurred impacts using trunk worn sensors among national ice-hockey team members
title_sort video corroboration of player incurred impacts using trunk worn sensors among national ice-hockey team members
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6590802/
https://www.ncbi.nlm.nih.gov/pubmed/31233527
http://dx.doi.org/10.1371/journal.pone.0218235
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