{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:24:19Z","timestamp":1772119459178,"version":"3.50.1"},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T00:00:00Z","timestamp":1691366400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T00:00:00Z","timestamp":1691366400000},"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":["Int. J. Inf. Secur."],"published-print":{"date-parts":[[2024,2]]},"DOI":"10.1007\/s10207-023-00733-8","type":"journal-article","created":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T13:02:16Z","timestamp":1691413336000},"page":"15-30","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Blockchain-based multi-diagnosis deep learning application for various diseases classification"],"prefix":"10.1007","volume":"23","author":[{"given":"Hakima Rym","family":"Rahal","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sihem","family":"Slatnia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Okba","family":"Kazar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ezedin","family":"Barka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saad","family":"Harous","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,8,7]]},"reference":[{"key":"733_CR1","doi-asserted-by":"publisher","first-page":"108086","DOI":"10.1016\/j.compeleceng.2022.108086","volume":"101","author":"H Hasanova","year":"2022","unstructured":"Hasanova, H., Tufail, M., Baek, U.-J., Park, J.-T., Kim, M.-S.: A novel blockchain-enabled heart disease prediction mechanism using ma chine learning. Comput. Electr. Eng. 101, 108086 (2022)","journal-title":"Comput. Electr. Eng."},{"key":"733_CR2","first-page":"529","volume":"46","author":"M Abraham","year":"2019","unstructured":"Abraham, M., Vyshnavi, A.H., Srinivasan, C., Namboori, P.K.: Healthcare security using blockchain for pharmacogenomics. J. Int. Pharm. Res. 46, 529\u2013533 (2019)","journal-title":"J. Int. Pharm. Res."},{"key":"733_CR3","doi-asserted-by":"publisher","first-page":"8065","DOI":"10.1109\/TII.2022.3161631","volume":"18","author":"R Kumar","year":"2022","unstructured":"Kumar, R., Kumar, P., Tripathi, R., Gupta, G.P., Najmul Islam, A.K.M., Shorfuzzaman, M.: Permissioned blockchain and deeplearning for secure and efficient data sharing in industrial healthcare systems. IEEE Trans. Ind. Inform. 18, 8065 (2022)","journal-title":"IEEE Trans. Ind. Inform."},{"key":"733_CR4","unstructured":"Mantey, E.A., Zhou, C., Mani, V., Arthur, J.K., Ibeke, E.: Maintaining privacy for a recommender system diagnosis using blockchain and deep learning. Hum. Centric Comput. Inf. Sci. (2022)"},{"issue":"5","key":"733_CR5","doi-asserted-by":"publisher","first-page":"e317","DOI":"10.1016\/S2589-7500(21)00055-8","volume":"3","author":"T-E Tan","year":"2021","unstructured":"Tan, T.-E., Anees, A., Chen, C., Li, S., Xu, X., Li, Z., Xiao, Z., Yang, Y., Lei, X., Ang, M., et al.: Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study. Lancet Digit. Health 3(5), e317\u2013e329 (2021)","journal-title":"Lancet Digit. Health"},{"issue":"3","key":"733_CR6","doi-asserted-by":"publisher","DOI":"10.2196\/34207","volume":"24","author":"H Subramanian","year":"2022","unstructured":"Subramanian, H., Subramanian, S., et al.: Improving diagnosis through digital pathology: proof-of-concept implementation using smart contracts and decentralized file storage. J. Med. Internet Res. 24(3), e34207 (2022)","journal-title":"J. Med. Internet Res."},{"key":"733_CR7","unstructured":"Wolberg, W.H., Nick Street, W., Mangasarian, O.L.: Breast cancer Wisconsin (diagnostic) data set. UCI Machine Learning Repository. http:\/\/archive.ics.uci.edu\/ml\/ (1992)"},{"key":"733_CR8","unstructured":"UCI Machine Learning Repository and Kaggle: Breast cancer Wisconsin (diagnostic) data (2017)"},{"key":"733_CR9","unstructured":"Cancer Data Health Program: Lung cancer data. https:\/\/data.world\/cancerdatahp\/lung-cancer-data (2016)"},{"key":"733_CR10","unstructured":"Cancer Data Health Program: Lung cancer prediction: air pollution, alcohol, smoking and risk of lung cancer. https:\/\/www.kaggle.com\/datasets\/thedevastator\/cancer-patients-and-air-pollution-a-new-link (2022)"},{"key":"733_CR11","unstructured":"Ahmed, A., Ali, T., Khanum A.: Early stage diabetes risk prediction dataset. https:\/\/archive.ics.uci.edu\/ml\/datasets\/Early+stage+diabetes+risk+prediction+dataset (2014)"},{"key":"733_CR12","unstructured":"Alakaaay. A.: Diabetes UCI dataset. https:\/\/www.kaggle.com\/datasets\/alakaaay\/diabetes-uci-dataset (2020)"},{"issue":"7553","key":"733_CR13","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1038\/nature14539","volume":"521","author":"Y LeCun","year":"2015","unstructured":"LeCun, Y., Bengio, Y., Hinton, G.: Deep learning. Nature 521(7553), 436\u2013444 (2015)","journal-title":"Nature"},{"key":"733_CR14","volume-title":"Ensemble learning algorithms with Python: make better predictions with bagging, boosting, and stacking","author":"J Brownlee","year":"2021","unstructured":"Brownlee, J.: Ensemble learning algorithms with Python: make better predictions with bagging, boosting, and stacking. Machine Learning Mastery, Vermont (2021)"},{"key":"733_CR15","volume-title":"Bitcoin and cryptocurrency technologies: a comprehensive introduction","author":"A Narayanan","year":"2016","unstructured":"Narayanan, A., Bonneau, J., Felten, E., Miller, A., Goldfeder, S.: Bitcoin and cryptocurrency technologies: a comprehensive introduction. Princeton University Press, Princeton (2016)"},{"key":"733_CR16","volume-title":"Blockchain revolution: how the technology behind bitcoin is changing money, business, and the world","author":"D Tapscott","year":"2016","unstructured":"Tapscott, D., Tapscott, A.: Blockchain revolution: how the technology behind bitcoin is changing money, business, and the world. Penguin, London (2016)"},{"issue":"6\u201310","key":"733_CR17","first-page":"71","volume":"2","author":"M Crosby","year":"2016","unstructured":"Crosby, M., Pattanayak, P., Verma, S., Kalyanaraman, V.: Blockchain technology: beyond bitcoin. Appl. Innov. 2(6\u201310), 71\u201381 (2016)","journal-title":"Appl. Innov."},{"key":"733_CR18","volume-title":"Mastering Ethereum: building smart contracts and dapps","author":"AM Antonopoulos","year":"2018","unstructured":"Antonopoulos, A.M., Wood, G.: Mastering Ethereum: building smart contracts and dapps. O\u2019reilly Media, Sebastopol (2018)"},{"issue":"3","key":"733_CR19","first-page":"245","volume":"20","author":"PE Morrison","year":"2021","unstructured":"Morrison, P.E.: Ipfs: the interplanetary file system for decentralized web applications. J. Web Eng. 20(3), 245\u2013265 (2021)","journal-title":"J. Web Eng."},{"key":"733_CR20","unstructured":"Ethereum Foundation: Ethereum gas documentation. https:\/\/Ethereum.org\/en\/developers\/docs\/gas\/ (2023)"}],"container-title":["International Journal of Information Security"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10207-023-00733-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10207-023-00733-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10207-023-00733-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T20:06:04Z","timestamp":1705953964000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10207-023-00733-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,7]]},"references-count":20,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,2]]}},"alternative-id":["733"],"URL":"https:\/\/doi.org\/10.1007\/s10207-023-00733-8","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-2860508\/v1","asserted-by":"object"}]},"ISSN":["1615-5262","1615-5270"],"issn-type":[{"value":"1615-5262","type":"print"},{"value":"1615-5270","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8,7]]},"assertion":[{"value":"15 July 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 August 2023","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict interests"}}]}}