{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T05:27:53Z","timestamp":1783574873269,"version":"3.55.0"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"Xianyang City\u2019s 'Unveiled and Leading' Technology Project","award":["JBGS-013"],"award-info":[{"award-number":["JBGS-013"]}]},{"name":"Natural Science Basic Research Program of Shaanxi","award":["2023-JC-QN-0719"],"award-info":[{"award-number":["2023-JC-QN-0719"]}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2022A1515110453"],"award-info":[{"award-number":["2022A1515110453"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3375755","type":"journal-article","created":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T18:01:13Z","timestamp":1710439273000},"page":"39811-39832","source":"Crossref","is-referenced-by-count":41,"title":["LightGBM: A Leading Force in Breast Cancer Diagnosis Through Machine Learning and Image Processing"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-3506-5240","authenticated-orcid":false,"given":"Bassam M.","family":"Kanber","sequence":"first","affiliation":[{"name":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3487-8041","authenticated-orcid":false,"given":"Ahmad Al","family":"Smadi","sequence":"additional","affiliation":[{"name":"Department of Data Science and Artificial Intelligence, Zarqa University, Zarqa, Jordan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Naglaa F.","family":"Noaman","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bo","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuiping","family":"Gou","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mutasem K.","family":"Alsmadi","sequence":"additional","affiliation":[{"name":"Department of Management Information Systems, College of Applied Studies and Community Service, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","year":"2023","journal-title":"Breast Cancer Information, Support & Donations"},{"key":"ref2","volume-title":"Homepage","year":"2021"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/dc.21000"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2023.e22427"},{"key":"ref5","volume-title":"How Is Breast Cancer Diagnosed?","year":"2022"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3233\/xst-210982"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.21037\/gs-22-11"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.5267\/j.ijdns.2023.10.006"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.18576\/jsap\/130108"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.34028\/iajit\/20\/3a\/8"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.34028\/iajit\/20\/6\/13"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3991\/ijoe.v19i08.39433"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCMC.2019.8819659"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.14569\/ijacsa.2023.0140972"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1080\/03772063.2019.1583610"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3257562"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.iswa.2022.200066"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-44289-7_30"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IBCAST.2019.8667221"},{"key":"ref20","first-page":"407","volume-title":"Comparative Oncology","author":"Baba","year":"2007"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1002\/jemt.20746"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s12553-022-00709-z"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.103226"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s13755-018-0057-x"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-019-00307-y"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2022.108382"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s12065-021-00564-3"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-12114-9"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.09.049"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/ima.22465"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/bioengineering10101144"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.120169"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3343845"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3389\/frai.2021.754641"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/tbme.2015.2496264"},{"key":"ref36","volume-title":"Learning OpenCV: Computer Vision With the OpenCV Library","author":"Bradski","year":"2008"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3390\/info9010019"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.35200\/explore.v11i2.440"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/ima.22399"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.06.017"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0212110"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1973.4309314"},{"key":"ref43","volume-title":"Understanding the LightGBM","author":"Yildirim","year":"2021"},{"key":"ref44","volume-title":"Welcome to LightGBM\u2019s Documentation!\u2014LightGBM 4.1.0.99 Documentation","year":"2023"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1810.11363"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"issue":"22","key":"ref47","first-page":"41","article-title":"An empirical study of the naive Bayes classifier","volume-title":"Proc. IJCAI Workshop Empirical Methods Artif. Intell.","volume":"3","author":"Rish"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.2196\/46905"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"issue":"1","key":"ref50","first-page":"5","article-title":"Random forests","author":"Breiman","year":"2001"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-21606-5"},{"key":"ref52","volume-title":"Gaussian Processes for Machine Learning","volume":"1","author":"Rasmussen","year":"2006"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.2307\/1267352"},{"key":"ref54","first-page":"1","article-title":"LightGBM: A highly efficient gradient boosting decision tree","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Ke"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s11749-016-0481-7"},{"issue":"5","key":"ref56","first-page":"1189","article-title":"Greedy function approximation: A gradient boosting machine","volume-title":"Ann. Statist.","volume":"29","author":"Friedman"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-016-0094-0"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSAS57918.2023.10331649"},{"issue":"7","key":"ref59","doi-asserted-by":"crossref","first-page":"233","DOI":"10.14445\/22315381\/IJETT-V71I7P223","article-title":"Wildebeest habit optimizer with deep learning-based histopathological image analysis for breast cancer diagnosis","volume":"71","author":"Gurumoorthy","year":"2023","journal-title":"Int. J. Eng. Trends Technol."},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2023.1043463"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10464277.pdf?arnumber=10464277","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,26]],"date-time":"2024-07-26T17:42:23Z","timestamp":1722015743000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10464277\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":60,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3375755","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}