{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T03:24:36Z","timestamp":1768447476449,"version":"3.49.0"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030515485","type":"print"},{"value":"9783030515492","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-51549-2_8","type":"book-chapter","created":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T07:53:44Z","timestamp":1593590024000},"page":"56-62","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["A Convolutional Neural Network Model to Classify the Effects of Vibrations on Biceps Muscles"],"prefix":"10.1007","author":[{"given":"Jen-Yung","family":"Tsai","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yih-Kuen","family":"Jan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ben-Yi","family":"Liau","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raden Bagus Reinaldy","family":"Subiakto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chih-Yang","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rimuljo","family":"Hendradi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi-Chuan","family":"Hsu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Quanxin","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hsin-Ting","family":"Chang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chi-Wen","family":"Lung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,7,2]]},"reference":[{"key":"8_CR1","doi-asserted-by":"publisher","first-page":"239","DOI":"10.3389\/fphys.2015.00239","volume":"6","author":"EP Debold","year":"2015","unstructured":"Debold, E.P.: Potential molecular mechanisms underlying muscle fatigue mediated by reactive oxygen and nitrogen species. Front. Physiol. 6, 239 (2015)","journal-title":"Front. Physiol."},{"key":"8_CR2","doi-asserted-by":"publisher","first-page":"3407","DOI":"10.1113\/JP271400","volume":"594","author":"DM Callahan","year":"2016","unstructured":"Callahan, D.M., Umberger, B.R., Kent, J.A.: Mechanisms of in vivo muscle fatigue in humans: investigating age-related fatigue resistance with a computational model. J. Physiol. 594, 3407\u20133421 (2016)","journal-title":"J. Physiol."},{"key":"8_CR3","unstructured":"Chen, C.-L., Lung, C.-W., Jan, Y.-K., Liau, B.-Y., Tang, J.-S.: The effects of cupping therapy on reducing fatigue of upper extremity muscles\u2014a pilot study. In: Ahram, T. (ed.) Advances in Human Factors in Sports, Injury Prevention and Outdoor Recreation: Proceedings of the AHFE 2017 International Conference on Human Factors in Sports, Injury Prevention and Outdoor Recreation, July 17\u201321, 2017, The Westin Bonaventure Hotel, Los Angeles, California, USA, pp. 73\u201383. Springer, Cham (2018)"},{"key":"8_CR4","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1007\/s00223-002-1059-9","volume":"73","author":"RB Martin","year":"2003","unstructured":"Martin, R.B.: Fatigue microdamage as an essential element of bone mechanics and biology. Calcif. Tissue Int. 73, 101\u2013107 (2003)","journal-title":"Calcif. Tissue Int."},{"key":"8_CR5","doi-asserted-by":"publisher","first-page":"403","DOI":"10.3389\/fphys.2018.00403","volume":"9","author":"O Dupuy","year":"2018","unstructured":"Dupuy, O., Douzi, W., Theurot, D., Bosquet, L., Dugue, B.: An evidence-based approach for choosing post-exercise recovery techniques to reduce markers of muscle damage, soreness, fatigue, and inflammation: a systematic review with meta-analysis. Front. Physiol. 9, 403 (2018)","journal-title":"Front. Physiol."},{"key":"8_CR6","doi-asserted-by":"publisher","first-page":"e0207313","DOI":"10.1371\/journal.pone.0207313","volume":"13","author":"T Wiewelhove","year":"2018","unstructured":"Wiewelhove, T., Schneider, C., Doweling, A., Hanakam, F., Rasche, C., Meyer, T., Kellmann, M., Pfeiffer, M., Ferrauti, A.: Effects of different recovery strategies following a half-marathon on fatigue markers in recreational runners. PLoS ONE 13, e0207313 (2018)","journal-title":"PLoS ONE"},{"key":"8_CR7","doi-asserted-by":"publisher","first-page":"310","DOI":"10.3389\/fbioe.2019.00310","volume":"7","author":"W Ren","year":"2019","unstructured":"Ren, W., Pu, F., Luan, H., Duan, Y., Su, H., Fan, Y., Jan, Y.K.: Effects of local vibration with different intermittent durations on skin blood flow responses in diabetic people. Front. Bioeng. Biotechnol. 7, 310 (2019)","journal-title":"Front. Bioeng. Biotechnol."},{"key":"8_CR8","doi-asserted-by":"publisher","first-page":"472","DOI":"10.1016\/j.medengphy.2006.07.004","volume":"29","author":"J Shi","year":"2007","unstructured":"Shi, J., Zheng, Y.P., Chen, X., Huang, Q.H.: Assessment of muscle fatigue using sonomyography: muscle thickness change detected from ultrasound images. Med. Eng. Phys. 29, 472\u2013479 (2007)","journal-title":"Med. Eng. Phys."},{"key":"8_CR9","doi-asserted-by":"publisher","first-page":"938","DOI":"10.5811\/westjem.2015.9.27290","volume":"16","author":"M Favot","year":"2015","unstructured":"Favot, M., Courage, C., Mantouffel, J., Amponsah, D.: Ultrasound TRAINING IN THE EMERGENCY MEDICINE CLERKSHIP. West. J. Emerg. Med. 16, 938\u2013942 (2015)","journal-title":"West. J. Emerg. Med."},{"key":"8_CR10","doi-asserted-by":"crossref","unstructured":"Rangrej, S.B., Sivaswamy, J.: Assistive lesion-emphasis system: an assistive system for fundus image readers. J. Med. Imaging (Bellingham) 4, 024503 (2017)","DOI":"10.1117\/1.JMI.4.2.024503"},{"key":"8_CR11","doi-asserted-by":"crossref","unstructured":"Tsai, J.Y., Jan, Y.K., Liau, B.Y., Subiakto, R.B.R., Hendradi, R., Hsu, Y.C., Chang, H.T., Lung, C.W.: A convolutional neural network model to classify the effects of vibrations on biceps muscles. In: Advances in Intelligent Systems and Computing (2021)","DOI":"10.1007\/978-3-030-51549-2_8"},{"key":"8_CR12","first-page":"1971045","volume":"2019","author":"C Zhang","year":"2019","unstructured":"Zhang, C., Wang, W., Anderson, D., Guan, S., Li, G., Xiang, H., Zhao, H., Cheng, B.: Effect of low-frequency vibration on muscle response under different neurointact conditions. Appl. Bionics. Biomech. 2019, 1971045 (2019)","journal-title":"Appl. Bionics. Biomech."},{"key":"8_CR13","doi-asserted-by":"crossref","unstructured":"Veqar, Z., Imtiyaz, S.: Vibration therapy in management of Delayed Onset Muscle Soreness (DOMS). J. Clin. Diagn. Res. 8, Le01\u2013Le04 (2014)","DOI":"10.7860\/JCDR\/2014\/7323.4434"},{"key":"8_CR14","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1590\/bjpt-rbf.2014.0078","volume":"19","author":"LR Ribeiro","year":"2015","unstructured":"Ribeiro, L.R., Mesquita, R.B., Vidotto, L.S., Merli, M.F., Carvalho, D.R., de Castro, L.A., Probst, V.S.: Are 30 minutes of rest between two incremental shuttle walking tests enough for cardiovascular variables and perceived exertion to return to baseline values? Braz J Phys Ther 19, 105\u2013113 (2015)","journal-title":"Braz J Phys Ther"},{"key":"8_CR15","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: Advances in neural information processing systems, pp. 1097\u20131105. (Year)"},{"key":"8_CR16","doi-asserted-by":"publisher","first-page":"942","DOI":"10.21037\/qims.2019.05.15","volume":"9","author":"HG Kim","year":"2019","unstructured":"Kim, H.G., Lee, K.M., Kim, E.J., Lee, J.S.: Improvement diagnostic accuracy of sinusitis recognition in paranasal sinus X-ray using multiple deep learning models. Quant Imaging Med. Surg. 9, 942\u2013951 (2019)","journal-title":"Quant Imaging Med. Surg."},{"key":"8_CR17","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1167\/tvst.8.4.25","volume":"8","author":"G Shi","year":"2019","unstructured":"Shi, G., Jiang, Z., Deng, G., Liu, G., Zong, Y., Jiang, C., Chen, Q., Lu, Y., Sun, X.: Automatic classification of anterior chamber angle using ultrasound biomicroscopy and deep learning. Transl. Vis Sci. Technol. 8, 25 (2019)","journal-title":"Transl. Vis Sci. Technol."}],"container-title":["Advances in Intelligent Systems and Computing","Advances in Physical, Social & Occupational Ergonomics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-51549-2_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,22]],"date-time":"2021-03-22T15:43:00Z","timestamp":1616427780000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-51549-2_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030515485","9783030515492"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-51549-2_8","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"value":"2194-5357","type":"print"},{"value":"2194-5365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"2 July 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AHFE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Applied Human Factors and Ergonomics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"San Diego, CA","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 July 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ahfe2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ahfe2020.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}