{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T04:02:43Z","timestamp":1750478563180,"version":"3.41.0"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031789366","type":"print"},{"value":"9783031789373","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\/978-3-031-78937-3_37","type":"book-chapter","created":{"date-parts":[[2025,6,20]],"date-time":"2025-06-20T10:06:37Z","timestamp":1750413997000},"page":"345-353","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["An Analytical Study on\u00a0Classification of Histopathological Images for Cancer Diagnosis and Progression Using Machine Learning Techniques"],"prefix":"10.1007","author":[{"given":"Nam","family":"Vasundhara","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guntoju Kalpana","family":"Devi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Srinivasula Reddy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"X. S.","family":"Asha Shiny","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manyala Naga","family":"Sailaja","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"T.","family":"Upender","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,6,21]]},"reference":[{"key":"37_CR1","unstructured":"Boyle, P., and Levin, B.: World Cancer report 2008: IARC Press. International Agency for Research on Cancer (2008)"},{"key":"37_CR2","doi-asserted-by":"publisher","first-page":"1553","DOI":"10.1001\/jamaoncol.2018.2706","volume":"4","author":"PE Moraga-Serrano","year":"2018","unstructured":"Moraga-Serrano, P.E.: Global, regional, and national cancer incidence, mortality, years of life lost, years lived with disability, and disability-adjusted life-years for 29 cancer groups, 1990 to 2016: a systematic analysis for the global burden of disease study. JAMA Oncol. 4, 1553\u20131568 (2018). https:\/\/doi.org\/10.1001\/jamaoncol.2018.2706","journal-title":"JAMA Oncol."},{"key":"37_CR3","doi-asserted-by":"publisher","first-page":"1400","DOI":"10.1109\/TBME.2014.2303852","volume":"61","author":"M Veta","year":"2014","unstructured":"Veta, M., Pluim, J.P., van Diest, P.J., Viergever, M.A.: Breast cancer histopathology image analysis: a review. IEEE Transac. Biomed. Eng. 61, 1400\u20131411 (2014). https:\/\/doi.org\/10.1109\/TBME.2014.2303852","journal-title":"IEEE Transac. Biomed. Eng."},{"key":"37_CR4","unstructured":"Malyadri, M., Ravi Kumar, L.: Web innovation with IoT in social environment for sharing efficient information. J. Adv. Res. Dyn. Control Syst. 10(13 Special Issue), 466\u20131475 (2018)"},{"key":"37_CR5","doi-asserted-by":"publisher","unstructured":"Sulaiman, S., Hussin, S., Amir, Z.: Communication strategies among tertiary students in Mlearning. Int. J. Eng. Technol. 7(2.29), 655\u2013659 (2018). https:\/\/doi.org\/10.14419\/ijet.v7i2.29.13993","DOI":"10.14419\/ijet.v7i2.29.13993"},{"key":"37_CR6","unstructured":"Subha Mastan Rao, T., Malyadri, M.: A novel IOT based expert system to mitigate the problems in shrimp culture. J. Adv. Res. Dyn. Control Syst. 10(4 Special Issue), 2031\u20132039 (2018)"},{"key":"37_CR7","unstructured":"Krishna, B., Amarawat, G.: Frequent item set generation using enhanced Apriori algorithm and multiple projection rule pruning algorithm. J. Adv. Res. Dyn. Control Syst. 10(4 Special Issue), 1947\u20131953 (2018)"},{"key":"37_CR8","unstructured":"Krishna, B., Amarawat, G.: An enhanced scaling Apriori for association rule mining with frequent item set mining. J. Adv. Res. Dyn. Control Syst. 10(6 Special Issue), 102\u2013106 (2018)"},{"key":"37_CR9","doi-asserted-by":"publisher","unstructured":"Shrivastava, R., Jain, M., Vishwakarma, S.K., Bhagyalakshmi, L., Tiwari, R.: CrossCultural translation studies in the context of artificial intelligence: challenges and strategies. In: Kumar, A., Mozar, S., Haase, J. (eds.) ICCCE 2022. Cognitive Science and Technology, pp. 91\u201398. Springer, Singapore (2023). https:\/\/doi.org\/10.1007\/978-981-19-8086-2_9. ISBN: 978-981-19-8086-2_9","DOI":"10.1007\/978-981-19-8086-2_9"},{"key":"37_CR10","doi-asserted-by":"crossref","unstructured":"Zhao, R., Yan, R., Chen, Z., Mao, K., Wang, P., Gao, R.X.: Deep learning and its applications to machine health monitoring: a survey (2019)","DOI":"10.1016\/j.ymssp.2018.05.050"},{"key":"37_CR11","unstructured":"Machine health monitoring: a survey. arXiv preprint arXiv:1612.07640 (2016)"},{"key":"37_CR12","doi-asserted-by":"crossref","unstructured":"Kooi, T., et al.: Acomparisonbetween a deep convolutional neuralnetwork and radiologists for classifying regions of interest in mammography. In: International Workshop on Digital Mammography, pp. 51\u201356. Springer (2016)","DOI":"10.1007\/978-3-319-41546-8_7"},{"key":"37_CR13","doi-asserted-by":"publisher","unstructured":"Tiwari, R., et al.: An Artificial intelligence-based reactive health care system for emotion detections. Comput. Intell. Neurosci. 2022, Article ID 8787023 (2022). https:\/\/doi.org\/10.1155\/2022\/8787023","DOI":"10.1155\/2022\/8787023"},{"issue":"37","key":"37_CR14","doi-asserted-by":"publisher","first-page":"2113","DOI":"10.1148\/rg.2017170077","volume":"7","author":"G Chartrand","year":"2017","unstructured":"Chartrand, G., et al.: Deep learning: a primer for radiologist. Radiographics 7(37), 2113\u20132131 (2017)","journal-title":"Radiographics"},{"key":"37_CR15","doi-asserted-by":"crossref","unstructured":"Platania, R., Shams, S., Yang, S., Zhang, J., Lee, K., Park, S.J.: Automated breast cancer diagnosis using deep learning and region of interest detection (BC-DROID). In: Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, 536\u2013543. ACM (2017)","DOI":"10.1145\/3107411.3107484"},{"key":"37_CR16","doi-asserted-by":"crossref","unstructured":"Vasundhara, N., Nandan, A.S., Hemanth, S.V., Macherla, S., Madhura, G.K.: An efficient biomedical solicitation in liver cancer classification by deep learning approach. In: 2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS), pp. 01\u201305. IEEE (2023)","DOI":"10.1109\/ICICACS57338.2023.10099828"},{"key":"37_CR17","doi-asserted-by":"crossref","unstructured":"Dhungel, N., Carneiro, G., & Bradley, A. P.: Automated mass detection in mammograms using cascaded deep learning and random forests. In: 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA), pp. 1\u20138. IEEE (2015)","DOI":"10.1109\/DICTA.2015.7371234"},{"key":"37_CR18","doi-asserted-by":"publisher","unstructured":"Aelgani, V., Vadlakonda, D.: Explainable artificial intelligence based ensemble machine learning for ovarian cancer stratification using electronic health records. Int. J. Recent Innov. Trends Comput. Commun. 11(7), 78\u201384 (2023). https:\/\/doi.org\/10.17762\/ijritcc.v11i7.7832","DOI":"10.17762\/ijritcc.v11i7.7832"}],"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\/978-3-031-78937-3_37","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,20]],"date-time":"2025-06-20T10:06:41Z","timestamp":1750414001000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78937-3_37"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031789366","9783031789373"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78937-3_37","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":"21 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":"Lithuania","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":"ibica2023a","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"}}]}}