{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T17:25:01Z","timestamp":1783790701441,"version":"3.55.0"},"reference-count":19,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2020,8,31]],"date-time":"2020-08-31T00:00:00Z","timestamp":1598832000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,8,31]],"date-time":"2020-08-31T00:00:00Z","timestamp":1598832000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Artif Life Robotics"],"published-print":{"date-parts":[[2021,2]]},"DOI":"10.1007\/s10015-020-00632-4","type":"journal-article","created":{"date-parts":[[2020,8,31]],"date-time":"2020-08-31T16:03:38Z","timestamp":1598889818000},"page":"103-108","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Human body skin temperature prediction based on machine learning"],"prefix":"10.1007","volume":"26","author":[{"given":"Shin","family":"Morishima","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yingjie","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Akira","family":"Urashima","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tomoji","family":"Toriyama","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2020,8,31]]},"reference":[{"key":"632_CR1","doi-asserted-by":"crossref","unstructured":"Caldeira JMLP, Moutinho JAF, Vaidya B, Lorenz P, Rodrigues JJPC (2010) Intra-body temperature monitoring using a biofeedback solution. In: Proceedings of the second international conference on eHealth, telemedicine, and social medicine, Feb 2010, pp. 119\u2013124","DOI":"10.1109\/eTELEMED.2010.23"},{"key":"632_CR2","doi-asserted-by":"crossref","unstructured":"Boano CA, Lasagni M, Rmer K, Lange T (2011) Accurate temperature measurements for medical research using body sensor networks. In: Proceedings of the 14th IEEE international symposium on object\/component\/service-oriented real-time distributed computing workshops, Mar 2011, pp. 189\u2013198","DOI":"10.1109\/ISORCW.2011.28"},{"key":"632_CR3","unstructured":"Yu C, Haijun Z, Na W (2008) Body temperature monitor and alarm system used in hospital based on 1-wire and wireless communication technology. In: Proceedings of the 2008 international workshop on education technology and training & 2008 international workshop on geoscience and remote sensing, Dec 2008, pp. 401\u2013404"},{"key":"632_CR4","doi-asserted-by":"crossref","unstructured":"Ito H, Oiwa K, Nozawa A (2018) Face tracking based on temperature distribution of thermal images for real-time psychophysiological states evaluation using facial skin temperature. In: Proceedings of the 2018 international conference on intelligent informatics and biomedical sciences, Oct 2018, pp. 6\u20137","DOI":"10.1109\/ICIIBMS.2018.8549966"},{"issue":"360","key":"632_CR5","first-page":"11","volume":"116","author":"A Urashima","year":"2016","unstructured":"Urashima A, Li S, Toriyama T, Matsumoto M, Mori T, Iketani K, Sumitani Y (2016) Preliminary study of thermography-combined home monitoring system for single-living elderly. IEICE Tech Rep WIT2016-47 116(360):11\u201316 (in Japanese)","journal-title":"IEICE Tech Rep WIT2016-47"},{"issue":"3","key":"632_CR6","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1080\/03093640108726601","volume":"25","author":"K Hagberg","year":"2001","unstructured":"Hagberg K, Branemark R (2001) Consequences of non-vascular transfemoral amputation: a survey of quality of life, prosthetic use and problems. Prosthet Orthot Int 25(3):186\u2013194","journal-title":"Prosthet Orthot Int"},{"issue":"1","key":"632_CR7","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1109\/JBHI.2014.2368774","volume":"20","author":"N Mathur","year":"2016","unstructured":"Mathur N, Glesk I, Buis A (2016) Skin temperature prediction in lower limb prostheses. IEEE J Biomed Health Inform 20(1):158\u2013165","journal-title":"IEEE J Biomed Health Inform"},{"issue":"3","key":"632_CR8","doi-asserted-by":"publisher","first-page":"336","DOI":"10.1109\/TNSRE.2006.881532","volume":"14","author":"JT Peery","year":"2006","unstructured":"Peery JT, Klute GK, Blevins JJ, Ledoux WR (2006) A three-dimensional finite element model of the transibial residual limb and prosthetic socket to predict skin temperatures. IEEE Trans Neural Syst Rehabil Eng 14(3):336\u2013343","journal-title":"IEEE Trans Neural Syst Rehabil Eng"},{"key":"632_CR9","first-page":"1","volume":"abs\/19060.5074","author":"Z Hussain","year":"2019","unstructured":"Hussain Z, Sheng M, Zhang WE (2019) Different approaches for human activity recognition: a survey. CoRR abs\/19060.5074:1\u201328","journal-title":"CoRR"},{"issue":"3","key":"632_CR10","doi-asserted-by":"publisher","first-page":"16:1","DOI":"10.1145\/1922649.1922653","volume":"43","author":"J Aggarwal","year":"2011","unstructured":"Aggarwal J, Ryoo M (2011) Human activity analysis: a review. ACM Comput Surv 43(3):16:1\u201316:43","journal-title":"ACM Comput Surv"},{"issue":"2192","key":"632_CR11","first-page":"247","volume":"77","author":"A Gagge","year":"1971","unstructured":"Gagge A (1971) An effective temperature scale based on a simple model of human physiological regulatory response. ASHRAE Trans 77(2192):247\u2013262","journal-title":"ASHRAE Trans"},{"key":"632_CR12","unstructured":"Stolwijk JA (1971) A mathematical model of physiological temperature regulation in man. Natl Aeronaut Space Admin 1855(NAS 9\u20139531)"},{"issue":"6","key":"632_CR13","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1016\/S0378-7788(02)00014-2","volume":"34","author":"S Tanabe","year":"2002","unstructured":"Tanabe S, Kobayashi K, Nakano J, Ozeki Y, Konishi M (2002) Evaluation of thermal comfort using combined multi-node thermoregulation (65mn) and radiation models and computational fluid dynamics (cfd). Energy Build 34(6):637\u2013646","journal-title":"Energy Build"},{"key":"632_CR14","doi-asserted-by":"crossref","unstructured":"Hamatani T, Uchiyama A, Higashino T (2015) Estimating core body temperature based on human thermal model using wearable sensors. Proceedings of the 30th ACM\/SIGAPP symposium on applied computing (SAC 2015), pp. 521\u2013526","DOI":"10.1145\/2695664.2695765"},{"key":"632_CR15","doi-asserted-by":"crossref","unstructured":"Uchiyama A, Hamatani T, Higashino T (2015) Estimation of core temperature based on a human thermal model using a wearable sensor. Proceedings of 2015 IEEE 4th global conference on consumer electronics (GCCE), pp. 605\u2013609","DOI":"10.1109\/GCCE.2015.7398742"},{"key":"632_CR16","unstructured":"Kingma DP, Ba JL (2015) Adam: a method for stochastic optimization. 3rd International conference on learning representations (ICLR), arXiv:1412.6980"},{"issue":"25","key":"632_CR17","doi-asserted-by":"publisher","first-page":"2449","DOI":"10.1056\/NEJMra1810762","volume":"380","author":"Y Epstein","year":"2019","unstructured":"Epstein Y, Yanovich R (2019) Heatstroke. N Engl J Med 380(25):2449\u20132459","journal-title":"N Engl J Med"},{"issue":"20","key":"632_CR18","doi-asserted-by":"publisher","first-page":"1930","DOI":"10.1056\/NEJMra1114208","volume":"367","author":"DJA Brown","year":"2012","unstructured":"Brown DJA, Brugger H, Boyd J, Paal P (2012) Accidental hypothermia. N Engl J Med 367(20):1930\u20131938","journal-title":"N Engl J Med"},{"key":"632_CR19","volume-title":"Physiotherapy for respiratory and cardiac problems: adults and paediatrics","author":"JA Pryor","year":"2008","unstructured":"Pryor JA, Prasad AS (2008) Physiotherapy for respiratory and cardiac problems: adults and paediatrics. Elsevier Health Sciences, Amsterdam"}],"container-title":["Artificial Life and Robotics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10015-020-00632-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10015-020-00632-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10015-020-00632-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,30]],"date-time":"2021-08-30T23:39:56Z","timestamp":1630366796000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10015-020-00632-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,31]]},"references-count":19,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,2]]}},"alternative-id":["632"],"URL":"https:\/\/doi.org\/10.1007\/s10015-020-00632-4","relation":{},"ISSN":["1433-5298","1614-7456"],"issn-type":[{"value":"1433-5298","type":"print"},{"value":"1614-7456","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,8,31]]},"assertion":[{"value":"15 April 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 August 2020","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 August 2020","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}