{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T13:10:30Z","timestamp":1742994630067,"version":"3.40.3"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030772109"},{"type":"electronic","value":"9783030772116"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/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":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-77211-6_39","type":"book-chapter","created":{"date-parts":[[2021,6,7]],"date-time":"2021-06-07T23:06:27Z","timestamp":1623107187000},"page":"349-354","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Improving the Performance of Melanoma Detection in Dermoscopy Images Using Deep CNN Features"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6078-5928","authenticated-orcid":false,"given":"Himanshu K.","family":"Gajera","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7125-6527","authenticated-orcid":false,"given":"Mukesh A.","family":"Zaveri","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8929-5778","authenticated-orcid":false,"given":"Deepak Ranjan","family":"Nayak","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,6,8]]},"reference":[{"issue":"2","key":"39_CR1","doi-asserted-by":"publisher","first-page":"344","DOI":"10.1002\/cncr.11513","volume":"98","author":"BP Negin","year":"2003","unstructured":"Negin, B.P., Riedel, E., Oliveria, S.A., Berwick, M., Coit, D.G., Brady, M.S.: Symptoms and signs of primary melanoma: important indicators of breslow depth. Cancer 98(2), 344\u2013348 (2003)","journal-title":"Cancer"},{"issue":"3","key":"39_CR2","doi-asserted-by":"publisher","first-page":"1096","DOI":"10.1109\/JBHI.2018.2845939","volume":"23","author":"C Barata","year":"2018","unstructured":"Barata, C., Celebi, M.E., Marques, J.S.: A survey of feature extraction in dermoscopy image analysis of skin cancer. IEEE J. Biomed. Health Inform. 23(3), 1096\u20131109 (2018)","journal-title":"IEEE J. Biomed. Health Inform."},{"key":"39_CR3","doi-asserted-by":"crossref","unstructured":"Gupta, A., Thakur, S., Rana, A.: Study of melanoma detection and classification techniques. In: 8th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO), pp. 1345\u20131350. IEEE (2020)","DOI":"10.1109\/ICRITO48877.2020.9197820"},{"key":"39_CR4","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1016\/j.patrec.2020.04.018","volume":"138","author":"DR Nayak","year":"2020","unstructured":"Nayak, D.R., Dash, R., Majhi, B.: Automated diagnosis of multi-class brain abnormalities using MRI images: a deep convolutional neural network based method. Pattern Recogn. Lett. 138, 385\u2013391 (2020)","journal-title":"Pattern Recogn. Lett."},{"key":"39_CR5","doi-asserted-by":"crossref","unstructured":"Pathan, S., Siddalingaswamy, P., Lakshmi, L., Prabhu, K.G.: Classification of benign and malignant melanocytic lesions: a cad tool. In: International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp. 1308\u20131312. IEEE (2017)","DOI":"10.1109\/ICACCI.2017.8126022"},{"issue":"1","key":"39_CR6","doi-asserted-by":"publisher","first-page":"61","DOI":"10.18178\/ijmlc.2018.8.1.664","volume":"8","author":"JAA Salido","year":"2018","unstructured":"Salido, J.A.A., Ruiz, C.: Using deep learning to detect melanoma in dermoscopy images. Int. J. Mach. Learn. Comput. 8(1), 61\u201368 (2018)","journal-title":"Int. J. Mach. Learn. Comput."},{"key":"39_CR7","doi-asserted-by":"crossref","unstructured":"Maia, L.B., Lima, A., Pereira, R.M.P., Junior, G.B., de Almeida, J.D.S., de Paiva, A.C.: Evaluation of melanoma diagnosis using deep features. In: 25th International Conference on Systems, Signals and Image Processing (IWSSIP), pp. 1\u20134. IEEE (2018)","DOI":"10.1109\/IWSSIP.2018.8439373"},{"key":"39_CR8","doi-asserted-by":"crossref","unstructured":"Zghal, N.S., Kallel, I.K.: An effective approach for the diagnosis of melanoma using the sparse auto-encoder for features detection and the SVM for classification. In: 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), pp. 1\u20136. IEEE (2020)","DOI":"10.1109\/ATSIP49331.2020.9231611"},{"key":"39_CR9","unstructured":"Howard, A.G., et al.: MobileNets: efficient convolutional neural networks for mobile vision applications. ArXiv Preprint ArXiv:1704.04861 (2017)"},{"key":"39_CR10","doi-asserted-by":"crossref","unstructured":"Mendon\u00e7a, T., Ferreira, P.M., Marques, J.S., Marcal, A.R., Rozeira, J.: PH2-a dermoscopic image database for research and benchmarking. In: 35th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC), pp. 5437\u20135440. IEEE (2013)","DOI":"10.1109\/EMBC.2013.6610779"},{"key":"39_CR11","doi-asserted-by":"crossref","unstructured":"Bi, L., Kim, J., Ahn, E., Feng, D., Fulham, M.: Automatic melanoma detection via multi-scale lesion-biased representation and joint reverse classification. In: 13th International Symposium on Biomedical Imaging (ISBI), pp. 1055\u20131058. IEEE (2016)","DOI":"10.1109\/ISBI.2016.7493447"},{"key":"39_CR12","doi-asserted-by":"crossref","unstructured":"Lynn, N.C., War, N.: Melanoma classification on dermoscopy skin images using bag tree ensemble classifier. In: International Conference on Advanced Information Technologies (ICAIT), pp. 120\u2013125. IEEE (2019)","DOI":"10.1109\/AITC.2019.8920908"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-77211-6_39","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,31]],"date-time":"2024-01-31T10:07:21Z","timestamp":1706695641000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-77211-6_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030772109","9783030772116"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-77211-6_39","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"8 June 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIME","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence in Medicine","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 June 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 June 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aime2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/aime21.aimedicine.info\/index.php","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}