{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T16:40:27Z","timestamp":1778344827530,"version":"3.51.4"},"reference-count":240,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Research Grant funded by the Research, Development, and Innovation Authority (RDIA), Saudi Arabia","award":["12615-iu-2023-IU-R-2-1-EI-"],"award-info":[{"award-number":["12615-iu-2023-IU-R-2-1-EI-"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3616353","type":"journal-article","created":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T17:40:01Z","timestamp":1759340401000},"page":"174393-174427","source":"Crossref","is-referenced-by-count":7,"title":["Paving the Roadmap for XAI and IML in Healthcare: Data-Driven Discoveries and the FIXAIH Framework"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4847-1042","authenticated-orcid":false,"given":"Shatha","family":"Alghamdi","sequence":"first","affiliation":[{"name":"Department of Computer Science, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4997-5322","authenticated-orcid":false,"given":"Rashid","family":"Mehmood","sequence":"additional","affiliation":[{"name":"Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7919-747X","authenticated-orcid":false,"given":"Fahad A.","family":"Alqurashi","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3970-9239","authenticated-orcid":false,"given":"Ali","family":"Alzahrani","sequence":"additional","affiliation":[{"name":"Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jjimei.2022.100076"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/jpm13060951"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/fi16090308"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2020.3027314"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1111\/coin.12410"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocn.2019.03.001"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1662\/1\/012012"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/app122010228"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/sym13122439"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.105894"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/tetc.2022.3171314"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10121406"},{"key":"ref13","volume-title":"European Parliament Legislative Resolution of 13 March 2024 on the Proposal for a Regulation of the European Parliament and of the Council on Laying down Harmonised Rules on Artificial Intelligence (Artificial Intelligence Act) and Amending Certain Union","year":"2024"},{"key":"ref14","volume-title":"Regulation (EU) 2024\/1689 of the European Parliament and of the Council of 13 June 2024 Laying Down Harmonised Rules on Artificial Intelligence and Amending Regulations (EC), no. 300\/2008, (EU), no. 167\/2013, (EU), no. 168\/2013, (EU) 2018\/858, (EU) 2018\/1139 and (EU) 2019\/2144 and Directives 2014\/90\/EU, (EU) 2016\/797 and (EU) 2020\/1828 (Artificial Intelligence Act) (Text With EEA Relevance)","year":"2024"},{"key":"ref15","volume-title":"General Data Protection Regulation (GDPR)-Legal Text","year":"2025"},{"key":"ref16","volume-title":"Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence","year":"2023"},{"key":"ref17","volume-title":"Ethical Norms for New Generation Artificial Intelligence Released","year":"2021"},{"key":"ref18","volume-title":"Full Translation: China\u2019s \u2019new Generation Artificial Intelligence Development Plan\u2019","author":"Webster","year":"2017"},{"key":"ref19","volume-title":"Ethical Norms for New Generation Artificial Intelligence (English Translation By Center for Security and Emerging Technology)","year":"2021"},{"key":"ref20","volume-title":"The State Council Issued Notice on the Development Plan of the New Generation of Artificial Intelligence (Guofa [2017], no. 35)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.6028\/nist.ai.100-1"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v38i3.2741"},{"key":"ref23","volume-title":"The Impact of the General Data Protection Regulation on Artificial Intelligence","year":"2020"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2024.1472653"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.47709\/ijmdsa.v2i1.2395"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/app10041398"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/su14063313"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/app11115088"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2022.104807"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.2196\/30032"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/info11010039"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.6028\/nist.ir.8312"},{"key":"ref33","volume-title":"Explainable AI (XAI) and Interpretable Machine Learning (IML) Models | Blogs","author":"Lazaridis","year":"2023"},{"key":"ref34","volume-title":"Interpretability Versus Explainability","year":"2023"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2022.08.105"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1214\/21-ss133"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/icsccc51823.2021.9478092"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/s23020634"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejmp.2021.03.009"},{"key":"ref40","volume-title":"Personal Data Protection Law","year":"2025"},{"key":"ref41","article-title":"BERTopic: Neural topic modeling with a class-based TF-IDF procedure","author":"Grootendorst","year":"2022","journal-title":"arXiv:2203.05794"},{"key":"ref42","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018","journal-title":"arXiv:1810.04805"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.21105\/joss.00861"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37456-2_14"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/jbhi.2017.2767063"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1142\/s0218213022410032"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.106578"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3390\/healthcare11040610"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1038\/s41379-022-01025-7"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115333"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-021-00423-x"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3389\/fphar.2022.1079566"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1002\/cam4.5225"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/jbhi.2021.3066832"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2022.102171"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0187364"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-27551-1"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph19105800"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1111\/jdi.13790"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.3390\/s22197268"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1128\/msystems.01191-20"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1142\/s0218001421600065"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1210\/clinem\/dgaa698"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0277507"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1111\/exd.14550"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.102924"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-021-08271-4"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.2196\/20285"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.3390\/healthcare10091624"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/tai.2023.3266418"},{"key":"ref71","article-title":"Explainable AI (XAI) for PHM of industrial asset: A State-of-The-art, PRISMA-compliant systematic review","author":"Kamal Bin Mohd Nor","year":"2021","journal-title":"arXiv:2107.03869"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.4103\/ijd.ijd_419_20"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0307-0"},{"key":"ref74","volume-title":"CountVectorizer-scikit-learn 1.5.2 Documentation","year":"2023"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1219"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.21105\/joss.03021"},{"key":"ref77","volume-title":"Seaborn.Heatmap-seaborn 0.13.0 Documentation","year":"2023"},{"key":"ref78","volume-title":"Plotly: Low-Code Data App Development","year":"2023"},{"key":"ref79","volume-title":"Histograms-Matplotlib 3.8.0 Documentation","year":"2023"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41278-3_74"},{"key":"ref81","volume-title":"Visualization-BERTopic","year":"2023"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-019-01228-7"},{"key":"ref83","first-page":"4768","article-title":"A unified approach to interpreting model predictions","volume-title":"Proc. NeurIPS","author":"Lundberg"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.3390\/jcm11216264"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2022.897596"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.3389\/fphys.2021.657304"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2021-050989"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.3390\/s22228757"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.3390\/s21248424"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.3390\/app112110417"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.3389\/fcvm.2022.764629"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1016\/j.fcr.2022.108640"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2020.2971170"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1214\/22-aoas1634"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2022.102394"},{"key":"ref97","article-title":"Scalable rule-based representation learning for interpretable classification","volume-title":"Proc. 35th Int. Conf. Neural Inf. Process. Systems","author":"Wang"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.3233\/jad-220502"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1201\/b10391"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1002\/clc.23377"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1186\/s12910-022-00842-4"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2023.102506"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.09.056"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-14-5"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-021-01460-z"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-013-3007-4"},{"issue":"2","key":"ref107","first-page":"1","article-title":"Transport analysis of infinitely deep neural network","volume":"20","author":"Sonoda","year":"2019","journal-title":"J. Mach. Learn. Res."},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11244171"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/access.2017.2690987"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.3389\/frai.2020.567356"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1021\/acs.est.7b01210"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.3390\/atmos14010115"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2022.3153225"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2020.1856119"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12483"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-03825-4"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.2196\/32662"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-023-09590-4"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1093\/neuonc\/noz095"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.2020190146"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.3390\/jpm12071029"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.3389\/fmed.2022.915243"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2021.3127074"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1007\/s13204-021-01868-7"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsx.2020.04.012"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph18031117"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-022-08021-7"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1016\/j.isci.2022.104970"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2022.107082"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1177\/15500594211063662"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1186\/s13195-022-01043-2"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.3389\/fdata.2022.1027783"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2022.867664"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.3389\/fdata.2021.613047"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-022-02004-3"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.104569"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-022-01976-6"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-022-01859-w"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1016\/j.healun.2021.11.020"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-13912-9"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1016\/j.resuscitation.2021.11.029"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1109\/tem.2021.3104751"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1186\/s12916-022-02350-z"},{"key":"ref144","doi-asserted-by":"publisher","DOI":"10.2337\/dc20-1536"},{"key":"ref145","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2022.02.005"},{"key":"ref146","doi-asserted-by":"publisher","DOI":"10.1109\/tcds.2021.3073368"},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2020.3007943"},{"key":"ref148","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-022-02558-4"},{"key":"ref149","doi-asserted-by":"publisher","DOI":"10.1109\/jbhi.2022.3232550"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.101986"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2019.01.009"},{"key":"ref152","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0178378"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1016\/j.schres.2021.06.011"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.3389\/fnsys.2021.652662"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1111\/acps.12964"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2020.542394"},{"key":"ref157","volume-title":"Genetics and Genomics in Healthcare-ASHG","year":"2023"},{"key":"ref158","volume-title":"Medical Genetics-ASHG","year":"2023"},{"key":"ref159","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.0c01344"},{"key":"ref160","doi-asserted-by":"publisher","DOI":"10.1021\/ci400518g"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.3390\/ijms232213919"},{"key":"ref162","doi-asserted-by":"publisher","DOI":"10.1016\/j.apsb.2022.05.004"},{"key":"ref163","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2022.104131"},{"key":"ref164","doi-asserted-by":"publisher","DOI":"10.3389\/fmolb.2022.959956"},{"key":"ref165","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btac576"},{"key":"ref166","doi-asserted-by":"publisher","DOI":"10.1016\/j.foodchem.2022.135303"},{"key":"ref167","doi-asserted-by":"publisher","DOI":"10.3390\/su15032579"},{"key":"ref168","doi-asserted-by":"publisher","DOI":"10.3390\/s23031187"},{"key":"ref169","doi-asserted-by":"publisher","DOI":"10.3390\/e24111597"},{"key":"ref170","doi-asserted-by":"publisher","DOI":"10.3390\/agronomy12051035"},{"key":"ref171","doi-asserted-by":"publisher","DOI":"10.3389\/fpls.2018.01182"},{"key":"ref172","doi-asserted-by":"publisher","DOI":"10.1097\/ta.0000000000003158"},{"key":"ref173","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0232414"},{"key":"ref174","doi-asserted-by":"publisher","DOI":"10.3390\/jcm10061286"},{"key":"ref175","volume-title":"Pima Indians Diabetes Database","year":"2023"},{"key":"ref176","doi-asserted-by":"publisher","DOI":"10.1049\/htl2.12039"},{"key":"ref177","volume-title":"ADNI | Alzheimer\u2019s Disease Neuroimaging Initiative","year":"2023"},{"key":"ref178","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-82098-3"},{"key":"ref179","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106688"},{"key":"ref180","volume-title":"RSNA Screening Mammography Breast Cancer Detection","author":"Carr","year":"2023"},{"key":"ref181","doi-asserted-by":"publisher","DOI":"10.3390\/app13074272"},{"key":"ref182","doi-asserted-by":"publisher","DOI":"10.1109\/isbi.2009.5193250"},{"key":"ref183","doi-asserted-by":"publisher","DOI":"10.3390\/s22249875"},{"key":"ref184","volume-title":"Brain MRI Images for Brain Tumor Detection","year":"2023"},{"key":"ref185","volume-title":"Z-Alizadeh Sani Dataset","author":"Alizadehsani","year":"2023"},{"key":"ref186","doi-asserted-by":"publisher","DOI":"10.1177\/0272989x19879095"},{"key":"ref187","doi-asserted-by":"publisher","DOI":"10.1038\/mp.2013.78"},{"key":"ref188","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocaa196"},{"key":"ref189","doi-asserted-by":"publisher","DOI":"10.1007\/s40846-023-00777-0"},{"key":"ref190","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2011-000699"},{"key":"ref191","volume-title":"Breast Cancer Wisconsin (Diagnostic) Dataset","author":"Wolberg William","year":"2023"},{"key":"ref192","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2013.10.001"},{"key":"ref193","doi-asserted-by":"publisher","DOI":"10.1007\/s11682-022-00737-3"},{"key":"ref194","volume-title":"American College of Surgeons | National Surgical Quality Improvement Program (ACS-NSQIP)","year":"2023"},{"key":"ref195","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2016.07.003"},{"key":"ref196","volume-title":"The Cancer Genome Atlas Program (TCGA)-National Cancer Institute (NCI)","year":"2023"},{"key":"ref197","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2020.104148"},{"key":"ref198","volume-title":"Gene Expression Omnibus (GEO)-National Center for Biotechnology Information (NCBI)","year":"2023"},{"key":"ref199","volume-title":"NODE: National Omics Data Encyclopedia","year":"2023"},{"key":"ref200","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2022.11.003"},{"key":"ref201","volume-title":"Thermal Images-Diseased & Healthy Leaves-Paddy","year":"2023"},{"key":"ref202","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.178"},{"key":"ref203","doi-asserted-by":"publisher","DOI":"10.3390\/healthcare11060910"},{"key":"ref204","volume-title":"MIMIC-III (\u2019Medical Information Mart for Intensive Care\u2019)-Registry of Open Data on AWS","year":"2023"},{"key":"ref205","volume-title":"American College of Surgeons | Trauma Quality Improvement Program (ACS-TQIP)","year":"2023"},{"key":"ref206","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2023.03.008"},{"key":"ref207","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2899751"},{"key":"ref208","doi-asserted-by":"publisher","DOI":"10.1016\/c2017-0-02932-4"},{"key":"ref209","doi-asserted-by":"publisher","DOI":"10.1007\/s40273-019-00837-x"},{"key":"ref210","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmir.2022.11.016"},{"key":"ref211","doi-asserted-by":"publisher","DOI":"10.1177\/23821205211036836"},{"key":"ref212","volume-title":"Health Insurance Portability and Accountability Act of 1996 (HIPAA) | CDC","year":"2023"},{"key":"ref213","doi-asserted-by":"publisher","DOI":"10.3389\/frsc.2022.871171"},{"key":"ref214","doi-asserted-by":"publisher","DOI":"10.2196\/28639"},{"key":"ref215","doi-asserted-by":"publisher","DOI":"10.3390\/toxics11030287"},{"key":"ref216","doi-asserted-by":"publisher","DOI":"10.1177\/00368504231213788"},{"key":"ref217","doi-asserted-by":"publisher","DOI":"10.3390\/su14095711"},{"key":"ref218","doi-asserted-by":"publisher","DOI":"10.3390\/su15054166"},{"key":"ref219","doi-asserted-by":"publisher","DOI":"10.3390\/su152216003"},{"key":"ref220","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-023-02448-8"},{"key":"ref221","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-52023-5"},{"key":"ref222","doi-asserted-by":"publisher","DOI":"10.1007\/s40846-021-00647-7"},{"key":"ref223","article-title":"EYE and EYE-WD: Clinically validated, interpretable ensemble learning for women\u2019s diabetes","author":"Alghamdi","year":"2025","journal-title":"SSRN Preprint"},{"key":"ref224","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2024.1543121"},{"key":"ref225","doi-asserted-by":"publisher","DOI":"10.1093\/fqs\/fyx003"},{"key":"ref226","doi-asserted-by":"publisher","DOI":"10.1042\/etls20210246"},{"key":"ref227","doi-asserted-by":"publisher","DOI":"10.1097\/icu.0000000000000678"},{"key":"ref228","doi-asserted-by":"publisher","DOI":"10.1016\/j.csbj.2024.08.005"},{"key":"ref229","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-023-00837-4"},{"key":"ref230","volume-title":"U.S. Food and Drug Administration","year":"2025"},{"key":"ref231","volume-title":"European Medicines Agency (EMA)","year":"2025"},{"key":"ref232","doi-asserted-by":"publisher","DOI":"10.1016\/j.clindermatol.2024.06.014"},{"key":"ref233","doi-asserted-by":"publisher","DOI":"10.2196\/50130"},{"key":"ref234","doi-asserted-by":"publisher","DOI":"10.1016\/j.cca.2023.117519"},{"key":"ref235","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2024.105780"},{"key":"ref236","doi-asserted-by":"publisher","DOI":"10.1109\/tim.2025.3573363"},{"key":"ref237","doi-asserted-by":"publisher","DOI":"10.3390\/electronics14112268"},{"key":"ref238","doi-asserted-by":"publisher","DOI":"10.1109\/access.2025.3590073"},{"key":"ref239","volume-title":"Particle Pollution and Health","year":"2023"},{"key":"ref240","doi-asserted-by":"publisher","DOI":"10.1111\/resp.14140"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11185869.pdf?arnumber=11185869","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,13]],"date-time":"2025-10-13T17:42:10Z","timestamp":1760377330000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11185869\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":240,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3616353","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}