{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T17:26:24Z","timestamp":1772213184653,"version":"3.50.1"},"publisher-location":"Wiesbaden","reference-count":7,"publisher":"Springer Fachmedien Wiesbaden","isbn-type":[{"value":"9783658474218","type":"print"},{"value":"9783658474225","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-658-47422-5_18","type":"book-chapter","created":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T16:48:14Z","timestamp":1740847694000},"page":"76-81","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Evaluating the Fidelity of Explanations for Convolutional Neural Networks in Alzheimer\u2019s Disease Detection"],"prefix":"10.1007","author":[{"given":"Bjarne C.","family":"Hiller","sequence":"first","affiliation":[]},{"given":"Sebastian","family":"Bader","sequence":"additional","affiliation":[]},{"given":"Devesh","family":"Singh","sequence":"additional","affiliation":[]},{"given":"Thomas","family":"Kirste","sequence":"additional","affiliation":[]},{"given":"Martin","family":"Becker","sequence":"additional","affiliation":[]},{"given":"Martin","family":"Dyrba","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,3,2]]},"reference":[{"key":"18_CR1","doi-asserted-by":"crossref","unstructured":"Tinauer C, Heber S, Pirpamer L et al. Interpretable brain disease classification and relevanceguided deep learning. Sci Rep. 2022;12(1):20254.","DOI":"10.1038\/s41598-022-24541-7"},{"key":"18_CR2","doi-asserted-by":"crossref","unstructured":"Arun N, Gaw N, Singh P et al. Assessing the trustworthiness of saliency maps for localizing abnormalities in medica imaging. Radiol: Artif Intell. 2021;3(6):e200267.","DOI":"10.1148\/ryai.2021200267"},{"key":"18_CR3","doi-asserted-by":"crossref","unstructured":"Eitel F, Ritter K. Testing the robustness of attribution methods for CNNs in MRI-based Alzheimer\u2019s disease classification. Proc MICCAI. 2019;11797:3\u201311.","DOI":"10.1007\/978-3-030-33850-3_1"},{"key":"18_CR4","doi-asserted-by":"crossref","unstructured":"Dyrba M, Pallath AH, Marzban EN. Comparison of CNN visualization methods to aid model interpretability for detecting Alzheimer\u2019s disease. Proc BVM. 2020:307\u201312.","DOI":"10.1007\/978-3-658-29267-6_68"},{"key":"18_CR5","doi-asserted-by":"crossref","unstructured":"Leonardsen EH, Persson K, Gr\u00f8dem E et al. Constructing personalized characterizations of structural brain aberrations in patients with dementia using explainable artificial intelligence. NPJ Digit Med. 2024;7(1):1\u201314.","DOI":"10.1038\/s41746-024-01123-7"},{"key":"18_CR6","doi-asserted-by":"crossref","unstructured":"Dyrba M, Hanzig M, Altenstein S et al. Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: evaluation in Alzheimer\u2019s disease. Alzheimers Res Ther. 2021;13(1):191.","DOI":"10.1186\/s13195-021-00924-2"},{"key":"18_CR7","unstructured":"Petsiuk V, Das A, Saenko K. RISE: randomized input sampling for explanation of black-box models. arXiv: 1806.07421. 2018."}],"container-title":["Informatik aktuell","Bildverarbeitung f\u00fcr die Medizin 2025"],"original-title":[],"language":"de","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-658-47422-5_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T16:43:18Z","timestamp":1772210598000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-658-47422-5_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783658474218","9783658474225"],"references-count":7,"URL":"https:\/\/doi.org\/10.1007\/978-3-658-47422-5_18","relation":{},"ISSN":["1431-472X","2628-8958"],"issn-type":[{"value":"1431-472X","type":"print"},{"value":"2628-8958","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"2 March 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BVM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"BVM Workshop","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Regensburg","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Deutschland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 March 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 March 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bvm2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.bvm-conf.org\/de\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}