{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T19:01:22Z","timestamp":1779217282176,"version":"3.51.4"},"reference-count":164,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"EU projects EUCAIM"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2026,3]]},"DOI":"10.1109\/jbhi.2025.3614546","type":"journal-article","created":{"date-parts":[[2025,9,29]],"date-time":"2025-09-29T17:54:25Z","timestamp":1759168465000},"page":"2299-2315","source":"Crossref","is-referenced-by-count":4,"title":["A Review of Methods for Trustworthy AI in Medical Imaging: The FUTURE-AI Guidelines"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9917-4486","authenticated-orcid":false,"given":"Haridimos","family":"Kondylakis","sequence":"first","affiliation":[{"name":"Computational Biomedicine Laboratory, FORTH-ICS, Heraklion, Crete, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Richard","family":"Osuala","sequence":"additional","affiliation":[{"name":"Artificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matem&#x00E0;tiques i Inform&#x00E0;tica, Universitat de Barcelona, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-1148-7921","authenticated-orcid":false,"given":"X\u00e8nia","family":"Puig-Bosch","sequence":"additional","affiliation":[{"name":"Artificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matem&#x00E0;tiques i Inform&#x00E0;tica, Universitat de Barcelona, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Noussair","family":"Lazrak","sequence":"additional","affiliation":[{"name":"Artificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matem&#x00E0;tiques i Inform&#x00E0;tica, Universitat de Barcelona, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6789-5177","authenticated-orcid":false,"given":"Oliver","family":"Diaz","sequence":"additional","affiliation":[{"name":"Artificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matem&#x00E0;tiques i Inform&#x00E0;tica, Universitat de Barcelona, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7507-5208","authenticated-orcid":false,"given":"Kaisar","family":"Kushibar","sequence":"additional","affiliation":[{"name":"Artificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matem&#x00E0;tiques i Inform&#x00E0;tica, Universitat de Barcelona, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8915-6658","authenticated-orcid":false,"given":"Ioanna","family":"Chouvarda","sequence":"additional","affiliation":[{"name":"School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-9826-3302","authenticated-orcid":false,"given":"Stefanie","family":"Charalambous","sequence":"additional","affiliation":[{"name":"Maggioli SPA, Research and Development Lab, Athens, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5086-7153","authenticated-orcid":false,"given":"Martijn PA","family":"Starmans","sequence":"additional","affiliation":[{"name":"Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2022-0804","authenticated-orcid":false,"given":"Sara","family":"Colantonio","sequence":"additional","affiliation":[{"name":"National Research Council, Institute of Information Science and Technologies, Pisa, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nikos","family":"Tachos","sequence":"additional","affiliation":[{"name":"FORTH-ICS, Heraklion, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8480-023X","authenticated-orcid":false,"given":"Smriti","family":"Joshi","sequence":"additional","affiliation":[{"name":"Artificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matem&#x00E0;tiques i Inform&#x00E0;tica, Universitat de Barcelona, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7911-5123","authenticated-orcid":false,"given":"Henry C","family":"Woodruff","sequence":"additional","affiliation":[{"name":"Department of Precision Medicine, Maastricht University, Maastricht, The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zohaib","family":"Salahuddin","sequence":"additional","affiliation":[{"name":"Department of Precision Medicine, Maastricht University, Maastricht, The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0364-5184","authenticated-orcid":false,"given":"Gianna","family":"Tsakou","sequence":"additional","affiliation":[{"name":"Maggioli SPA, Research and Development Lab, Athens, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6981-0752","authenticated-orcid":false,"given":"Susanna","family":"Auss\u00f3","sequence":"additional","affiliation":[{"name":"Department of Health, Fundaci&#x00F3; TIC Salut i Social, Generalitat de Catalunya, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5567-4278","authenticated-orcid":false,"given":"Leonor Cerd\u00e1","family":"Alberich","sequence":"additional","affiliation":[{"name":"Medical Imaging Department, Biomedical Imaging Research Group, Hospital Universitario y Polit&#x00E9;cnico La Fe and Health Research Institute, Valencia, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3298-2072","authenticated-orcid":false,"given":"Nickolas","family":"Papanikolaou","sequence":"additional","affiliation":[{"name":"Champalimaud Foundation, Computational Clinical Imaging Group, Lisboa, Portugal"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philippe","family":"Lambin","sequence":"additional","affiliation":[{"name":"Department of Precision Medicine, Maastricht University, Maastricht, The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3783-5223","authenticated-orcid":false,"given":"Kostas","family":"Marias","sequence":"additional","affiliation":[{"name":"Computational Biomedicine Laboratory, FORTH-ICS, Heraklion, Crete, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8454-1450","authenticated-orcid":false,"given":"Manolis","family":"Tsiknakis","sequence":"additional","affiliation":[{"name":"Computational Biomedicine Laboratory, FORTH-ICS, Heraklion, Crete, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5987-9350","authenticated-orcid":false,"given":"Dimitrios I.","family":"Fotiadis","sequence":"additional","affiliation":[{"name":"FORTH-ICS, Heraklion, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8234-010X","authenticated-orcid":false,"given":"Luis","family":"Mart\u00ed-Bonmat\u00ed","sequence":"additional","affiliation":[{"name":"Medical Imaging Department, Biomedical Imaging Research Group, Hospital Universitario y Polit&#x00E9;cnico La Fe and Health Research Institute, Valencia, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9456-1612","authenticated-orcid":false,"given":"Karim","family":"Lekadir","sequence":"additional","affiliation":[{"name":"Artificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matem&#x00E0;tiques i Inform&#x00E0;tica, Universitat de Barcelona, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacr.2019.07.019"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-84698-5"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1186\/s13244-023-01415-8"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejmp.2020.11.037"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-45249-9_24"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1177\/0272989X12465490"},{"key":"ref7","article-title":"Future-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare","volume-title":"BMJ","volume":"388","author":"Lekadir","year":"2025"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3457607"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.10.6.061104"},{"key":"ref10","article-title":"A survey of fairness in medical image analysis: Concepts, algorithms, evaluations, and challenges","author":"Xu","year":"2022","journal-title":"Algorithms, Evaluations, Challenges"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1148\/rg.2018170107"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pdig.0000022"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.annepidem.2013.01.006"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102704"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2021.103652"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-32186-3"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.adq0305"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ebiom.2024.105501"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87199-4_39"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(20)30186-2"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s40846-022-00754-z"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/curroncol29050291"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2022.102386"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2022.3209484"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/info13050237"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25069-9_13"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16431-6_70"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-11012-2"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s10140-023-02121-0"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.1002683"},{"key":"ref31","article-title":"Future-AI: Guiding principles and consensus recommendations for trustworthy artificial intelligence in medical imaging","author":"Lekadir","year":"2021"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3368555.3384468"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejmp.2021.02.007"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-23223-7_2"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-16744-8_1"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/digital4010001"},{"key":"ref37","article-title":"Causal reasoning for algorithmic fairness","author":"Loftus","year":"2018"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-07939-1"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s11604-023-01474-3"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-022-00611-y"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1093\/jamiaopen\/ooz054"},{"key":"ref42","article-title":"Medfair: Benchmarking fairness for medical imaging","author":"Zong","year":"2022"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-021-07892-z"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1186\/s41747-018-0068-z"},{"key":"ref45","volume-title":"White Matter Lesions","author":"Sharma","year":"2022"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocab084"},{"key":"ref47","article-title":"U.S. LEADERSHIP IN AI: A Plan for federal engagement in developing technical standards and related tools","year":"2019"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3403\/30397412u"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-020-07684-x"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3348\/kjr.2019.0025"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.10.6.061403"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-023-02151-z"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-023-02150-0"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-023-02151-z"},{"key":"ref55","article-title":"Artificial Intelligence","year":"2017"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.23919\/ITUK48006.2019.8996131"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-020-06672-5"},{"key":"ref58","article-title":"Artificial intelligence act","year":"2024"},{"key":"ref59","volume-title":"Ergonomics of Human-System Interaction  Part 11: Usability: Definitions and Concepts","year":"2018"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.6028\/nist.ai.100-1"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3458723"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/3287560.3287596"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1147\/JRD.2019.2942288"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-022-00731-7"},{"key":"ref65","article-title":"Chexstray: Real-time multi-modal data concordance for drift detection in medical imaging AI","author":"Soin","year":"2022"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1038\/s41379-022-01147-y"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(22)00003-6"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3032060"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-99007-1_30"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2020200038"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-11219-x"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262170055.001.0001"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/s00134-011-2390-2"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2017.3854"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1093\/ijlit\/eaz004"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacr.2018.05.020"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-658-36295-9_5"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.2021210031"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-11826-0"},{"key":"ref80","article-title":"The algorithmic automation problem: Prediction, triage, and human effort","author":"Raghu","year":"2019"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-05725-7"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2018181371"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1117\/12.2622234"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.212151"},{"key":"ref85","article-title":"","author":"Sammut","year":"2010"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.2020190095"},{"key":"ref87","article-title":"Applying human factors and usability engineering to medical devices","year":"2016"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1007\/s41133-019-0012-7"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1177\/08465371221131200"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.2196\/38655"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/HSI49210.2020.9142644"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-020-00367-3"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2013.10.003"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-020-01203-0"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2020.104372"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1007\/s00259-019-04372-x"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1186\/s12916-019-1426-2"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(19)30108-6"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1158\/1078-0432.CCR-15-2997"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1016\/j.patter.2021.100269"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1093\/jamiaopen\/ooaa033"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.116815"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1117\/12.3006783"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-0186-1"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2021.3090082"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-022-00709-3"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.210064"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1038\/s41379-021-00859-x"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.26982"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.3389\/fnint.2019.00024"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2019.101667"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.3348\/kjr.2018.0070"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2017.08.047"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2020.116956"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2020201434"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2894692"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59861-7_19"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1117\/12.3006961"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.59275\/j.melba.2021-df47"},{"key":"ref120","first-page":"3118","article-title":"Domain generalization for medical imaging classification with linear-dependency regularization","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Li","year":"2020"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1186\/s12880-022-00793-7"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101907"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-17478-w"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.28027"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref126","first-page":"2668","article-title":"Interpretability beyond feature attribution: Quantitative testing with concept activation vectors (tcav)","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Kim","year":"2018"},{"key":"ref127","article-title":"This looks like that: Deep learning for interpretable image recognition","volume":"32","author":"Chen","year":"2018","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59710-8_29"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102721"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1007\/s13218-020-00636-z"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2018.11.016"},{"key":"ref132","article-title":"What clinicians want: Contextualizing explainable machine learning for clinical end use","volume-title":"Proc. Mach. Learn. Healthcare Conf.","author":"Tonekaboni","year":"2019"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1799-6"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.105111"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0048-x"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-021-00338-7"},{"key":"ref137","first-page":"48","article-title":"Meaningful information and the right to explanation","volume-title":"Proc. Conf. Fairness, Accountability Transparency","author":"Selbst","year":"2018"},{"key":"ref138","article-title":"The doctor just won\u2019t accept that!","author":"Lipton","year":"2017"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2021.11.017"},{"key":"ref140","first-page":"3319","article-title":"Axiomatic attribution for deep networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Sundararajan","year":"2017"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.7312\/haza92762-003"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2020.110190"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.21428\/594757db.fb59ce6c"},{"key":"ref144","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(21)00208-9"},{"key":"ref145","doi-asserted-by":"publisher","DOI":"10.2196\/38350"},{"key":"ref146","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-020-00393-3"},{"key":"ref147","first-page":"2613","article-title":"Towards objective and systematic evaluation of bias in medical imaging AI","volume":"31.11","author":"Stanley","year":"2024","journal-title":"JAMIA"},{"key":"ref148","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.369"},{"key":"ref149","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-019-0447-x"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-023-02151-z"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1186\/1472-6947-12-8"},{"key":"ref152","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejmp.2021.02.011"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-0214-1"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.3389\/fdata.2022.850383"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2019191586"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.1007\/s00247-021-05114-8"},{"key":"ref157","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph20021589"},{"key":"ref158","doi-asserted-by":"publisher","DOI":"10.3390\/su14095172"},{"key":"ref159","doi-asserted-by":"publisher","DOI":"10.1111\/bioe.13018"},{"key":"ref160","doi-asserted-by":"publisher","DOI":"10.1016\/j.radi.2021.07.015"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacr.2017.12.026"},{"key":"ref162","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2023.01.427"},{"key":"ref163","article-title":"Ai act: A step closer to the first rules on artificial intelligence"},{"key":"ref164","article-title":"Data act: Council and parliament strike a deal on fair access to and use of data"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11424173\/11183651.pdf?arnumber=11183651","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T19:59:21Z","timestamp":1773086361000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11183651\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3]]},"references-count":164,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3614546","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3]]}}}