{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T18:31:13Z","timestamp":1771957873279,"version":"3.50.1"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031789397","type":"print"},{"value":"9783031789403","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[[2025]]},"DOI":"10.1007\/978-3-031-78940-3_7","type":"book-chapter","created":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T06:07:32Z","timestamp":1749103652000},"page":"83-90","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Skin-Deep AI: Convolutional Neural Networks for Predicting Dermatological Conditions"],"prefix":"10.1007","author":[{"given":"Manav","family":"Gupta","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vaibhav","family":"Pushpad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yajnaseni","family":"Dash","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ajith","family":"Abraham","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,6,6]]},"reference":[{"key":"7_CR1","unstructured":"Ruzicka, T., Ring, J., Przybilla, B. (eds.): Handbook of atopic eczema. Springer Science and Business Media (2013)"},{"key":"7_CR2","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1146\/annurev-immunol-032713-120225","volume":"32","author":"MA Lowes","year":"2014","unstructured":"Lowes, M.A., Su\u00e1rez-Fari\u00f1as, M., Krueger, J.G.: Immunology of psoriasis. Annu. Rev. Immunol. 32, 227\u2013255 (2014). https:\/\/doi.org\/10.1146\/annurev-immunol-032713-120225","journal-title":"Annu. Rev. Immunol."},{"key":"7_CR3","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1016\/j.cmpb.2015.11.013","volume":"126","author":"VK Shrivastava","year":"2016","unstructured":"Shrivastava, V.K., Londhe, N.D., Sonawane, R.S., Suri, J.S.: Computer-aided diagnosis of psoriasis skin images with HOS, texture and color features: a first comparative study of its kind. Comput. Methods Programs Biomed. 126, 98\u2013109 (2016)","journal-title":"Comput. Methods Programs Biomed."},{"issue":"8","key":"7_CR4","doi-asserted-by":"publisher","first-page":"2552","DOI":"10.3390\/s18082552","volume":"18","author":"D Po\u0142ap","year":"2018","unstructured":"Po\u0142ap, D., Winnicka, A., Serwata, K., K\u0119sik, K., Wo\u017aniak, M.: An intelligent system for monitoring skin diseases. Sensors 18(8), 2552 (2018)","journal-title":"Sensors"},{"key":"7_CR5","doi-asserted-by":"crossref","unstructured":"Alam, M.N., Munia, T.T.K., Tavakolian, K., Vasefi, F., MacKinnon, N., Fazel-Rezai, R.: Automatic detection and severity measurement of eczema using image processing. In: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 1365\u20131368). (2016) IEEE","DOI":"10.1109\/EMBC.2016.7590961"},{"key":"7_CR6","first-page":"16","volume":"13","author":"M Khan","year":"2020","unstructured":"Khan, M., Prottasha, M.S.I., Nasim, T., Mehedi, A., Pranto, M.A.M., Asad, N.: Performance analysis of various machine learning classifiers on reduced chronic kidney disease dataset. Int. J. Recent Res. Rev. 13, 16\u201321 (2020)","journal-title":"Int. J. Recent Res. Rev."},{"key":"7_CR7","doi-asserted-by":"publisher","first-page":"182","DOI":"10.36478\/rjasci.2018.182.188","volume":"13","author":"A Shawkat Abdulbaki","year":"2019","unstructured":"Shawkat Abdulbaki, A., Najim, S.A.M., Abdulrasoul Khadim, S.: Eczema disease detection and recognition in cloud computing. Res. J. Appl. Sci. 13, 182\u2013188 (2019)","journal-title":"Res. J. Appl. Sci."},{"key":"7_CR8","doi-asserted-by":"crossref","unstructured":"Janoria, H., Minj, J., Patre, P.: Classification of skin disease from skin images using transfer learning technique. In: 2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) IEEE pp. 888\u2013895. (2020)","DOI":"10.1109\/ICECA49313.2020.9297567"},{"issue":"2","key":"7_CR9","doi-asserted-by":"publisher","first-page":"4044","DOI":"10.35940\/ijitee.B7686.129219","volume":"9","author":"S Bhadula","year":"2019","unstructured":"Bhadula, S., Sharma, S., Juyal, P., Kulshrestha, C.: Machine learning algorithms-based skin disease detection. Int. J. Innovative Technol. Exploring Eng. (IJITEE) 9(2), 4044\u20134049 (2019)","journal-title":"Int. J. Innovative Technol. Exploring Eng. (IJITEE)"},{"issue":"01","key":"7_CR10","first-page":"37","volume":"4","author":"M Abbas","year":"2022","unstructured":"Abbas, M., Imran, M., Majid, A., Ahmad, N.: Skin diseases diagnosis system based on machine learning. J. Comput. Biomed. Informatics 4(01), 37\u201353 (2022)","journal-title":"J. Comput. Biomed. Informatics"},{"issue":"4","key":"7_CR11","doi-asserted-by":"publisher","first-page":"268","DOI":"10.1016\/j.irbm.2020.07.002","volume":"42","author":"N Bhaskar","year":"2021","unstructured":"Bhaskar, N., Suchetha, M.: A computationally efficient correlational neural network for automated prediction of chronic kidney disease. IRBM 42(4), 268\u2013276 (2021)","journal-title":"IRBM"},{"issue":"3","key":"7_CR12","doi-asserted-by":"publisher","first-page":"170","DOI":"10.1007\/s42979-020-0097-6","volume":"1","author":"V Shankar","year":"2020","unstructured":"Shankar, V., Kumar, V., Devagade, U., Karanth, V., Rohitaksha, K.: Heart disease prediction using CNN algorithm. SN Comput. Sci. 1(3), 170 (2020)","journal-title":"SN Comput. Sci."},{"key":"7_CR13","doi-asserted-by":"crossref","unstructured":"Prottasha, M.S.I., Hossain, A.B.M., Rahman, M.Z., Reza, S.M., Hossain, D.A.: Identification of various rice plant diseases using an optimized convolutional neural network. Int. J. Comput. Digit. Syst. (2021)","DOI":"10.12785\/ijcds\/1201124"},{"key":"7_CR14","doi-asserted-by":"crossref","unstructured":"Farooq, A., Anwar, S., Awais, M., Rehman, S.: A deep CNN-based multi-class classification of Alzheimer's disease using MRI. In: 2017 IEEE International Conference on Imaging Systems and Techniques (IST) IEEE, pp. 1\u20136 (2017)","DOI":"10.1109\/IST.2017.8261460"},{"issue":"3","key":"7_CR15","first-page":"10","volume":"16","author":"Y Dash","year":"2024","unstructured":"Dash, Y., et al.: Insights into dermatological disorders: Understanding skin diseases through medical image analysis. Int. J. Comput. Inf. Syst. Ind. Manage. Appl. 16(3), 10 (2024)","journal-title":"Int. J. Comput. Inf. Syst. Ind. Manage. Appl."},{"key":"7_CR16","unstructured":"https:\/\/www.kaggle.com\/datasets\/ismailpromus\/skin-diseases-image-dataset\/data"}],"container-title":["Lecture Notes in Networks and Systems","Bio-Inspired Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-78940-3_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T06:07:38Z","timestamp":1749103658000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78940-3_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031789397","9783031789403"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78940-3_7","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"value":"2367-3370","type":"print"},{"value":"2367-3389","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"6 June 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IBICA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Innovations in Bio-Inspired Computing and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kochi","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 December 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 December 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ibica2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.mirlabs.net\/ibica23\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}