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Explainable AI and Multi-Modal Causability in Medicine

Progress in statistical machine learning made AI in medicine successful, in certain classification tasks even beyond human level performance. Nevertheless, correlation is not causation and successful models are often complex “black-boxes”, which make it hard to understand why a result has been achie...

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Detalles Bibliográficos
Autor principal: Holzinger, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter Oldenbourg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10064549/
https://www.ncbi.nlm.nih.gov/pubmed/37014363
http://dx.doi.org/10.1515/icom-2020-0024