{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T09:51:11Z","timestamp":1781257871000,"version":"3.54.1"},"publisher-location":"Wiesbaden","reference-count":4,"publisher":"Springer Fachmedien Wiesbaden","isbn-type":[{"value":"9783658331979","type":"print"},{"value":"9783658331986","type":"electronic"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"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":[[2021]]},"DOI":"10.1007\/978-3-658-33198-6_21","type":"book-chapter","created":{"date-parts":[[2021,2,26]],"date-time":"2021-02-26T20:03:22Z","timestamp":1614369802000},"page":"86-91","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Machine Learning Approach Towards Fatty Liver Disease Detection in Liver Ultrasound Images"],"prefix":"10.1007","author":[{"given":"Adarsh","family":"Kuzhipathalil","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anto","family":"Thomas","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Keerthana","family":"Chand","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Elmer Jeto","family":"Gomes Ataide","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexander","family":"Link","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Annika","family":"Niemann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sylvia","family":"Saalfeld","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Friebe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jens","family":"Ziegle","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,2,27]]},"reference":[{"key":"21_CR1","doi-asserted-by":"crossref","unstructured":"Langer SG, Carter SJ, Haynor DR, et al. Image acquisition: ultrasound, computed tomography, and magnetic resonance imaging. World J Surg. 2001;25:1428\u20131437.","DOI":"10.1007\/s00268-001-0128-y"},{"key":"21_CR2","doi-asserted-by":"crossref","unstructured":"Fu M, D S, Hussain. Automated classification of liver disorders using ultrasound images. J Med Syst. 2012;36(5):3163\u20133172.","DOI":"10.1007\/s10916-011-9803-1"},{"key":"21_CR3","doi-asserted-by":"crossref","unstructured":"Kyriacou E, Pavlopoulos S, et al. Computer assisted characterization of diffused liver disease using image texture analysis techniques on B-scan images. IEEE Nucl Sci Symp Conf Rec (1997). 1997;2:1479\u20131483.","DOI":"10.1109\/NSSMIC.1997.670599"},{"key":"21_CR4","doi-asserted-by":"crossref","unstructured":"Kyriacou E, Pavlopoulos S, et al. Fuzzy neural network-based texture analysis of ultrasonic images. IEEE Eng Med Biol Mag. 2000;19:39\u201347.","DOI":"10.1109\/51.816243"}],"container-title":["Informatik aktuell","Bildverarbeitung f\u00fcr die Medizin 2021"],"original-title":[],"language":"de","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-658-33198-6_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,2,26]],"date-time":"2021-02-26T20:10:11Z","timestamp":1614370211000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-658-33198-6_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783658331979","9783658331986"],"references-count":4,"URL":"https:\/\/doi.org\/10.1007\/978-3-658-33198-6_21","relation":{},"ISSN":["1431-472X"],"issn-type":[{"value":"1431-472X","type":"print"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"27 February 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}