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Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review

RATIONAL: Deep learning (DL) has demonstrated a remarkable performance in diagnostic imaging for various diseases and modalities and therefore has a high potential to be used as a clinical tool. However, current practice shows low deployment of these algorithms in clinical practice, because DL algor...

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Detalles Bibliográficos
Autores principales: de Vries, Bart M., Zwezerijnen, Gerben J. C., Burchell, George L., van Velden, Floris H. P., Menke-van der Houven van Oordt, Catharina Willemien, Boellaard, Ronald
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213317/
https://www.ncbi.nlm.nih.gov/pubmed/37250654
http://dx.doi.org/10.3389/fmed.2023.1180773