Publication:

Towards Trustful Machine Learning for Antimicrobial Therapy Using an Explainable Artificial Intelligence Dashboard

Date

2025
Journal article
https://doi.org/10.3390/app152010933
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cris.virtual.orcid0000-0002-3322-150X
cris.virtual.orcid0000-0003-2529-5477
cris.virtual.orcid0000-0002-7865-6793
cris.virtualsource.department7e4e6acb-503e-46de-8da7-7be193b6ca37
cris.virtualsource.department9d6fa2a2-655c-4182-b90b-ee51beb7e92b
cris.virtualsource.department43fd6f27-126a-4a10-8c2e-2c15e86e4898
cris.virtualsource.orcid7e4e6acb-503e-46de-8da7-7be193b6ca37
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cris.virtualsource.orcid43fd6f27-126a-4a10-8c2e-2c15e86e4898
dc.contributor.authorDe Corte, Thomas
dc.contributor.authorVerhaeghe, Jarne
dc.contributor.authorOngenae, Femke
dc.contributor.authorDe Waele, Jan J.
dc.contributor.authorVan Hoecke, Sofie
dc.date.accessioned2025-12-19T10:02:01Z
dc.date.available2025-12-19T10:02:01Z
dc.date.createdwos2025-11-01
dc.date.issued2025
dc.description.wosFundingTextThis research was funded by the FWO Junior Research project HEROI2C, which investigates hybrid machine learning for improved infection management in critically ill patients (Ref. G085920N), and by the Flemish Government under the "Onderzoeksprogramma Artificiele Intelligentie (AI) Vlaanderen" program. Jarne Verhaeghe is funded by the Research Foundation Flanders (FWO, Ref. 1S59522N). Jan De Waele is a senior clinical investigator funded by the Research Foundation Flanders (FWO, Ref. 1881020N).
dc.identifier.doi10.3390/app152010933
dc.identifier.issn2076-3417
dc.identifier.urihttps://imec-publications.be/handle/20.500.12860/58610
dc.language.isoeng
dc.provenance.editstepusergreet.vanhoof@imec.be
dc.publisherMDPI
dc.source.beginpage10933
dc.source.issue20
dc.source.journalAPPLIED SCIENCES-BASEL
dc.source.numberofpages14
dc.source.volume15
dc.title

Towards Trustful Machine Learning for Antimicrobial Therapy Using an Explainable Artificial Intelligence Dashboard

dc.typeJournal article
dspace.entity.typePublication
imec.internal.crawledAt2025-10-22
imec.internal.crawledAt2025-10-22
imec.internal.sourcecrawler
imec.internal.sourcecrawler
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