{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T04:04:37Z","timestamp":1749182677185,"version":"3.41.0"},"publisher-location":"Cham","reference-count":19,"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_39","type":"book-chapter","created":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T06:07:33Z","timestamp":1749103653000},"page":"370-379","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Unique Method Using Deep Learning to Detect Brain Tumors and Performance Enhancement"],"prefix":"10.1007","author":[{"given":"Jonnadula","family":"Narasimharao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Suraya","family":"Mubeen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"V.","family":"Santosh Kumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maisa","family":"Soujanya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M.","family":"Nagaraju Naik","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Veerababu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,6,6]]},"reference":[{"key":"39_CR1","doi-asserted-by":"crossref","unstructured":"Sudharani, K., Sarma, T.C., Satya Rasad, K.: Intelligent brain tumor lesion classification and identification from MRI images using k-NN technique. In: 2015International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT), Kumaracoil, pp. 777\u2013780 (2015)","DOI":"10.1109\/ICCICCT.2015.7475384"},{"key":"39_CR2","doi-asserted-by":"publisher","unstructured":"Devkota, B. Alsadoon, A., Prasad, P.W.C., Singh, A.K. Elchouemi, A.: Image segmentation for early stage brain tumor detection using mathematical morphological reconstruction. Procedia Comput. Sci. 125, 115123 (2018).https:\/\/doi.org\/10.1016\/j.procs.2017.12.017","DOI":"10.1016\/j.procs.2017.12.017"},{"key":"39_CR3","unstructured":"Tiwari, R., Chaudhary, D., Diwan, T.D., Sharma, P.C.: Privacy and security solution in wireless sensor network for IoT in healthcare system. In: Next Generation Healthcare Systems Using Soft Computing Techniques, pp. 123\u2013135. CRC Press, Boca Raton (2022). ISBN 978-1-03210-797-4"},{"key":"39_CR4","doi-asserted-by":"publisher","unstructured":"Kaur, J., Agrawal, S., Renu, V.: A comparative analysis of thresholding and edge detection segmentation techniques. Int. J. Comput. Appl. 39, 29\u201334 (2012). https:\/\/doi.org\/10.5120\/4898-7432","DOI":"10.5120\/4898-7432"},{"key":"39_CR5","unstructured":"Li, S., Kwok, J.T., Tsang, I.W., Wang, Y.: Fusing images with different focuses using support vector machines. In: Proceedings of the IEEE transaction on Neural Networks, China (2007)"},{"key":"39_CR6","unstructured":"Kumar, M., Mehta, K.K.: A texture based tumor detection and automatic segmentation using seeded region growing method. Int. J. Comput. Technol. Appl. 2(4), 855\u2013859 (2011). ISSN 2229-6093"},{"key":"39_CR7","doi-asserted-by":"publisher","unstructured":"Rafeeq, M., Sunil Kumar, C., Subhash Chandra, N.: Road traffic management system with load balancing on cloud using VM migration technique. In: Bhateja, V., Tavares, J., Rani, B., Prasad, V., Raju, K. (eds) Proceedings of the Second International Conference on Computational Intelligence and Informatics. AISC, vol. 712, pp. 163\u2013173. Springer, Singapore (2018). https:\/\/doi.org\/10.1007\/978-981-10-8228-3_16","DOI":"10.1007\/978-981-10-8228-3_16"},{"key":"39_CR8","doi-asserted-by":"crossref","unstructured":"Rafeeq, M., Sunil Kumar, C., Subhash Chandra, N.: A novel framework for road transportation systems using cloud computing. Int. J. Simul.-Syst. Sci. Technol. 19(4) (2018)","DOI":"10.5013\/IJSSST.a.19.04.19"},{"key":"39_CR9","doi-asserted-by":"publisher","unstructured":"Devi, B.R., Srujan Raju, K.: Energy distribution using block-based shifting in a smart grid tree network. In: Bhateja, V., Tavares, J., Rani, B., Prasad, V., Raju, K. (eds.) Proceedings of the Second International Conference on Computational Intelligence and Informatics. AISC, vol. 712, pp. 609\u2013618. Springer, Singapore (2018). https:\/\/doi.org\/10.1007\/978-981-10-8228-3_56","DOI":"10.1007\/978-981-10-8228-3_56"},{"key":"39_CR10","doi-asserted-by":"publisher","unstructured":"Raja, R., Sinha, T., Patra, R., Tiwari, S.: Physiological trait-based biometrical authentication of human-face using LGXP and ANN techniques. Int. J. Inf. Comput. Secur. 10, 303 (2018). https:\/\/doi.org\/10.1504\/IJICS.2018.091468","DOI":"10.1504\/IJICS.2018.091468"},{"key":"39_CR11","doi-asserted-by":"publisher","first-page":"321","DOI":"10.1007\/s41870-017-0025-8","volume":"9","author":"GR Sinha","year":"2017","unstructured":"Sinha, G.R.: Study of assessment of cognitive ability of human brain using deep learning. Int. J. Inf. Tecnol. 9, 321\u2013326 (2017). https:\/\/doi.org\/10.1007\/s41870-017-0025-8","journal-title":"Int. J. Inf. Tecnol."},{"key":"39_CR12","doi-asserted-by":"crossref","unstructured":"Minz, A., Mahobiya, C.: MR image classification using adaboost for brain tumor type. In: 2017 IEEE 7th International Advance Computing Conference(IACC), pp. 701\u2013705 (2017)","DOI":"10.1109\/IACC.2017.0146"},{"key":"39_CR13","unstructured":"Monica Subashini, M, Sahoo, S.K.: Brain MR image segmentation for tumor detection using artificial neural networks. Int. J. Eng. Technol. (IJET) 5(2) (2013)"},{"key":"39_CR14","doi-asserted-by":"publisher","unstructured":"Pan, Y., et al.: Brain tumor grading based on neural networks and convolutional neural networks. In: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, pp. 699\u2013702 (2015). https:\/\/doi.org\/10.1109\/EMBC.2015.7318458","DOI":"10.1109\/EMBC.2015.7318458"},{"key":"39_CR15","doi-asserted-by":"publisher","unstructured":"Bagga, J., Pinjarkar, L., Srivastava, S., Dewangan, O., Tiwari, R.: Latest advancement in automotive embedded system using IoT computerization. Green Comput. Appl. 131\u2013165 (2021). ,https:\/\/doi.org\/10.52305\/ENYH6923.ISBN 978-1-68507-357-2","DOI":"10.52305\/ENYH6923."},{"key":"39_CR16","unstructured":"Mukambika, P.S., Uma Rani, K.: Segmentation and classification of MRI brain tumor. Int. Res. J. Eng. Technol. (IRJET) 4(7), 683\u2013688 (2017). ISSN 2395-0056"},{"issue":"5","key":"39_CR17","doi-asserted-by":"publisher","first-page":"1240","DOI":"10.1109\/TMI.2016.2538465","volume":"35","author":"S Pereira","year":"2016","unstructured":"Pereira, S., Pinto, A., Alves, V., Silva, C.A.: Brain tumor segmentation using convolutional neural networks in MRI images. IEEE Trans. Med. Imaging 35(5), 1240\u20131251 (2016)","journal-title":"IEEE Trans. Med. Imaging"},{"key":"39_CR18","unstructured":"Roy, S., Bandyopadhyay, S.K.: Detection and qualification of brain tumor from MRI of brain and symmetric analysis. Int. J. Inf. Commun. Technol. Res. 2(6), 584\u2013588 (2012)"},{"key":"39_CR19","doi-asserted-by":"crossref","unstructured":"Sankari, A., Vigneshwari, S.: Automatic tumor segmentation using Convolutional neural networks. In: 2017 Third International Conference on Science Technology Engineering & Management (ICONSTEM), pp. 268\u2013272 (2017)","DOI":"10.1109\/ICONSTEM.2017.8261291"}],"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_39","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T06:07:39Z","timestamp":1749103659000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78940-3_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031789397","9783031789403"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78940-3_39","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"}}]}}