{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T18:26:00Z","timestamp":1771957560195,"version":"3.50.1"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,11,13]],"date-time":"2024-11-13T00:00:00Z","timestamp":1731456000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,13]],"date-time":"2024-11-13T00:00:00Z","timestamp":1731456000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100003593","name":"CNPq","doi-asserted-by":"publisher","award":["155459\/2019-8,316489\/2023-9"],"award-info":[{"award-number":["155459\/2019-8,316489\/2023-9"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"FAPESP","doi-asserted-by":"publisher","award":["2023\/12086-9,2020\/09838-0,2013\/08293-7"],"award-info":[{"award-number":["2023\/12086-9,2020\/09838-0,2013\/08293-7"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,11,13]]},"DOI":"10.1109\/sipaim62974.2024.10783606","type":"proceedings-article","created":{"date-parts":[[2024,12,12]],"date-time":"2024-12-12T19:07:40Z","timestamp":1734030460000},"page":"1-5","source":"Crossref","is-referenced-by-count":8,"title":["Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers"],"prefix":"10.1109","author":[{"given":"Rosa Y. G.","family":"Paccotacya-Yanque","sequence":"first","affiliation":[{"name":"Instituto de Computa&#x00E7;&#x00E3;o, Universidade Estadual de Campinas (UNICAMP),Campinas,Brazil"}]},{"given":"Alceu","family":"Bissoto","sequence":"additional","affiliation":[{"name":"Endocrinology, Nutritional Medicine and Metabolism UDEM, University of,Department of Diabetes,Bern,Switzerland"}]},{"given":"Sandra","family":"Avila","sequence":"additional","affiliation":[{"name":"Instituto de Computa&#x00E7;&#x00E3;o, Universidade Estadual de Campinas (UNICAMP),Campinas,Brazil"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"International Skin Imaging Collaboration: Melanoma Project"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.123056"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.12.012"},{"key":"ref4","volume-title":"The Day I Discovered I Was Collaborating on a EugenicsProject: On Imponderables in Collaborative Research","author":"Avila","year":"2023"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-49249-5_1"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25069-9_10"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-47401-9_4"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2024.01.026"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00335"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00378"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/electronics8080832"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25069-9_11"},{"key":"ref13","author":"Codella","year":"2019","journal-title":"Skin lesion analysis toward melanoma detection 2018: A challenge hosted by the international skin imaging collaboration (isic)"},{"key":"ref14","first-page":"9277","article-title":"Towards automatic concept-based explanations","author":"Ghorbani","year":"2019","journal-title":"Advances in Neural Information Pro-cessing Systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejca.2021.06.049"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2824327"},{"key":"ref17","volume":"2699","author":"Kazhdan","year":"2020","journal-title":"Now you see me (CME): Concept-based model extraction"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3531146.3534628"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2024.04.014"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2024.104179"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.7326\/0003-4819-151-4-200908180-00135"},{"key":"ref22","volume-title":"Interpretable Machine Learning","author":"Molnar","year":"2019"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3234150"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-023-02630-0"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-90403-0_9"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-28954-6"},{"key":"ref28","first-page":"1","article-title":"A comprehensive taxonomy for explainable artificial intelligence: a systematic survey of surveys on methods and concepts","author":"Schwalbe","year":"2023","journal-title":"Data Mining and Knowledge Discovery"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1515\/9781400881970-018"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.622"},{"key":"ref32","first-page":"2796","article-title":"A comparative study of explainer modules applied to automated skin lesion classification","volume-title":"CEUR Workshop Proceedings","author":"Sun"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.12.003"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00020"},{"key":"ref35","article-title":"World Health Organization","year":"2017","journal-title":"Guide to cancer early diagnosis"},{"key":"ref36","article-title":"Post-hoc concept bottleneck models","volume-title":"ICLR 2022 Workshop on PAIR2Struct: Privacy, Accountability, Interpretability, Robustness, Reasoning on Structured Data","author":"Yuksekgonul"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i13.17389"}],"event":{"name":"2024 20th International Symposium on Medical Information Processing and Analysis (SIPAIM)","location":"Antigua, Guatemala","start":{"date-parts":[[2024,11,13]]},"end":{"date-parts":[[2024,11,15]]}},"container-title":["2024 20th International Symposium on Medical Information Processing and Analysis (SIPAIM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10783479\/10783498\/10783606.pdf?arnumber=10783606","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,8]],"date-time":"2025-03-08T07:53:24Z","timestamp":1741420404000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10783606\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,13]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/sipaim62974.2024.10783606","relation":{},"subject":[],"published":{"date-parts":[[2024,11,13]]}}}