{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T10:13:14Z","timestamp":1776939194753,"version":"3.51.4"},"publisher-location":"Cham","reference-count":44,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030138349","type":"print"},{"value":"9783030138356","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-13835-6_4","type":"book-chapter","created":{"date-parts":[[2019,3,7]],"date-time":"2019-03-07T09:03:45Z","timestamp":1551949425000},"page":"25-32","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Using Deep Learning to Classify Burnt Body Parts Images for Better Burns Diagnosis"],"prefix":"10.1007","author":[{"given":"Joohi","family":"Chauhan","sequence":"first","affiliation":[]},{"given":"Rahul","family":"Goswami","sequence":"additional","affiliation":[]},{"given":"Puneet","family":"Goyal","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,3,8]]},"reference":[{"key":"4_CR1","unstructured":"Burns (2018). http:\/\/www.who.int\/mediacentre\/factsheets\/fs365\/en\/. Accessed 28 June 2018"},{"key":"4_CR2","unstructured":"A WHO plan for burn prevention and care Geneva: World Health Organization (2008). http:\/\/apps.who.int\/iris\/bitstream\/10665\/97852\/1\/9789241596299_eng.pdf. 28 June 2018"},{"issue":"6","key":"4_CR3","doi-asserted-by":"publisher","first-page":"1111","DOI":"10.1109\/TMI.2013.2254719","volume":"32","author":"B Acha","year":"2013","unstructured":"Acha, B., Serrano, C., Fondon, I., Gomez-Cia, T.: Burn depth analysis using multidimensional scaling applied to psychophysical experiment data. IEEE Trans. Med. Imaging 32(6), 1111\u20131120 (2013)","journal-title":"IEEE Trans. Med. Imaging"},{"key":"4_CR4","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1016\/S0305-4179(00)00118-2","volume":"27","author":"SA Pape","year":"2001","unstructured":"Pape, S.A., Skouras, C.A., Bryne, P.O.: An audit of the use of laser doppler imaging (LDI) in the assessment of burns of intermediate depth. Burns 27, 233\u2013239 (2001)","journal-title":"Burns"},{"key":"4_CR5","doi-asserted-by":"crossref","unstructured":"Badea, S. M, Vertan, C., Florea, C., Florea, L., B\u0103doiu, S.: Severe burns assessment by joint color-thermal imagery and ensemble methods. In: IEEE HealthCom (2016)","DOI":"10.1109\/HealthCom.2016.7749450"},{"issue":"6","key":"4_CR6","doi-asserted-by":"publisher","first-page":"761","DOI":"10.1016\/j.burns.2008.01.009","volume":"34","author":"S Monstrey","year":"2008","unstructured":"Monstrey, S., Hoeksema, H., Verbelen, J., Pirayesh, A., Blondeel, P.: Assessment of burn depth and burn wound healing potential. Burns 34(6), 761\u2013769 (2008)","journal-title":"Burns"},{"issue":"1","key":"4_CR7","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1016\/j.burns.2017.08.004","volume":"44","author":"C Wearn","year":"2018","unstructured":"Wearn, C., et al.: Prospective comparative evaluation study of laser doppler imaging and thermal imaging in the assessment of burn depth. Burns 44(1), 124\u2013133 (2018)","journal-title":"Burns"},{"issue":"7","key":"4_CR8","doi-asserted-by":"publisher","first-page":"617","DOI":"10.1016\/S0305-4179(99)00053-4","volume":"25","author":"L Roa","year":"1999","unstructured":"Roa, L., G\u00f3mez-C\u00eda, T., Acha, B., Serrano, C.: Digital imaging in remote diagnosis of burns. Burns 25(7), 617\u2013624 (1999)","journal-title":"Burns"},{"key":"4_CR9","unstructured":"Acha, B., Serrano, C., Roa, L.: Segmentation and classification of burn color images. In: Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, vol. 3 (2001)"},{"key":"4_CR10","doi-asserted-by":"publisher","first-page":"1883","DOI":"10.1016\/j.burns.2015.05.011","volume":"41","author":"S Carmen","year":"2015","unstructured":"Carmen, S., Rafael, B.-T., Gomez-Cia, T., Acha, B.: Features identification for automatic burn classification. Burns 41, 1883\u20131890 (2015)","journal-title":"Burns"},{"key":"4_CR11","doi-asserted-by":"crossref","unstructured":"Wantanajittikul, K., Theera-Umpon, N., Auephanwiriyakul, S., Koanantakool, T.: Automatic segmentation and degree identification in burn color images. In: Biomedical Engineering International Conference (BMEiCON), pp. 169\u2013173 (2012)","DOI":"10.1109\/BMEiCon.2012.6172044"},{"key":"4_CR12","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (2016)","DOI":"10.1109\/CVPR.2016.90"},{"key":"4_CR13","doi-asserted-by":"crossref","unstructured":"Adabi, S., et al.: Universal in vivo textural model for human skin based on optical coherence tomograms. Sci. Rep. 7 (2017)","DOI":"10.1038\/s41598-017-17398-8"},{"issue":"1","key":"4_CR14","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/0007-1226(78)90003-6","volume":"31","author":"K Langer","year":"1978","unstructured":"Langer, K.: On the anatomy and physiology of the skin. Br. J. Plast. Surg. 31(1), 3\u20138 (1978)","journal-title":"Br. J. Plast. Surg."},{"key":"4_CR15","unstructured":"www.google.com. Accessed 03 Aug 2018"},{"key":"4_CR16","unstructured":"www.pinsdaddy.com\/. Accessed 03 Aug 2018"},{"key":"4_CR17","unstructured":"www.Ytimg.com. Accessed 03 Aug 2018"},{"key":"4_CR18","unstructured":"www.istockphoto.com. Accessed 04 Aug 2018"},{"key":"4_CR19","unstructured":"www.dailystar.co.uk\/real-life\/459698\/Rare-skin-conditions-third-degree-burns-inspirational-man. Accessed 04 Aug 2018"},{"key":"4_CR20","unstructured":"www.deviantart.com\/arrowkitillashwood\/art\/Third-Degree-Burns-271699844. Accessed 04 Aug 2018"},{"key":"4_CR21","unstructured":"http:\/\/asktheburnsurgeon.blogspot.com\/p\/burn-pictures-and-videos.html. Accessed 04 Aug 2018"},{"key":"4_CR22","unstructured":"http:\/\/practicalplasticsurgery.org\/2011\/05\/case-3-hand-injury-severe-burn-scar-contracture\/. Accessed 04 Aug 2018"},{"key":"4_CR23","unstructured":"https:\/\/burnssurgery.blogspot.com\/2012\/01\/?view=classic. Accessed 04 Aug 2018"},{"key":"4_CR24","unstructured":"www.dalafm.co.ke\/a-woman-burns-her-grandson-in-siaya\/news\/county-news\/. Accessed 30 July 2018"},{"key":"4_CR25","unstructured":"https:\/\/lekton.info\/plus\/t\/third-degree-skin-burns\/. Accessed 31 July 2018"},{"key":"4_CR26","unstructured":"http:\/\/styleupnow.com\/beauty-tips-4-simple-ways-to-treat-burns-at-home\/. Accessed 31 July 2018"},{"key":"4_CR27","unstructured":"https:\/\/salamanders.neocities.org\/burnface.htm. Accessed 31 July 2018"},{"key":"4_CR28","unstructured":"http:\/\/olivero.info\/bari\/f\/first-degree-burns-on-face\/. Accessed 31 July 2018"},{"key":"4_CR29","unstructured":"www.thinglink.com\/scene\/716464757611167744. Accessed 31 July 2018"},{"key":"4_CR30","unstructured":"www.cyclingweekly.com\/news\/chris-froomes-mesh-skinsuit-sunburn-18852. Accessed 31 July 2018"},{"key":"4_CR31","unstructured":"www.dreamstime.com\/stock-photo-burn-sun-body-human-back-burnt-sunburn-scald-back-s-beams-image97972700. Accessed 31 July 2018"},{"key":"4_CR32","unstructured":"commons.wikimedia.org\/wiki\/File:1Veertje_hand_burn.jpg. Accessed 30 July 2018"},{"key":"4_CR33","unstructured":"http:\/\/makeupbygill.blogspot.com\/2011\/10\/special-effects-burns-assessment.html. Accessed 30 July 2018"},{"key":"4_CR34","unstructured":"www.derma-gel.net\/case-studies\/second-degree-burn-face\/. Accessed 30 July 2018"},{"key":"4_CR35","unstructured":"csn.cancer.org\/node\/262311. Accessed 28 July 2018"},{"key":"4_CR36","unstructured":"www.thepinsta.com. Accessed 28 July 2018"},{"key":"4_CR37","unstructured":"http:\/\/1s-pozycjonowanie-narzedzia.info\/2rd-degree-burn-pictures.html. Accessed 20 June 2018"},{"key":"4_CR38","unstructured":"www.enews.tech\/chemical-burns-on-hands.html. Accessed 02 Aug 2018"},{"key":"4_CR39","unstructured":"http:\/\/obryadii00.blogspot.com\/2011\/03\/pictures-of-2nd-degree-burns.html. Accessed 02 Aug 2018"},{"key":"4_CR40","unstructured":"Gourier, N., Hall, D., Crowley, L.J.: Estimating face orientation from robust detection of salient facial features. In Proceedings of Pointing 2004, ICPR, International Workshop on Visual Observation of Deictic Gestures, Cambridge, UK (2004)"},{"key":"4_CR41","unstructured":"Mahmoud, A.: 11\u00a0K hands: gender recognition and biometric identification using a large dataset of hand images. arXiv:1711.04322 (2017)"},{"issue":"6","key":"4_CR42","doi-asserted-by":"publisher","first-page":"998","DOI":"10.1109\/TIFS.2013.2258338","volume":"8","author":"A Nurhudatiana","year":"2013","unstructured":"Nurhudatiana, A., et al.: The individuality of relatively permanent pigmented or vascular skin marks (RPPVSM) in independently and uniformly distributed patterns. IEEE Trans. Inf. Forensics Secur. 8(6), 998\u20131012 (2013)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"4_CR43","doi-asserted-by":"crossref","unstructured":"Zhang, H., Tang, C., Kong A., Craft, N.: Matching vein patterns from color Images for forensic investigation. In: Proceedings of IEEE International Conference on Biometrics: Theory, Applications and Systems, pp. 77\u201384 (2012)","DOI":"10.1109\/BTAS.2012.6374560"},{"key":"4_CR44","unstructured":"https:\/\/www.codeproject.com\/Articles\/1248963\/Deep-Learning-using-Python-plus-Keras-Chapter-Re. Accessed 31 July 2018"}],"container-title":["Lecture Notes in Computer Science","Processing and Analysis of Biomedical Information"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-13835-6_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,7]],"date-time":"2024-03-07T01:05:06Z","timestamp":1709773506000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-13835-6_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030138349","9783030138356"],"references-count":44,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-13835-6_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"8 March 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SaMBa","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Sipaim \u2013 Miccai Biomedical Workshop","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Granada","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"samba2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.sipaim.org\/samba\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}