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Are deep models in radiomics performing better than generic models? A systematic review

BACKGROUND: Application of radiomics proceeds by extracting and analysing imaging features based on generic morphological, textural, and statistical features defined by formulas. Recently, deep learning methods were applied. It is unclear whether deep models (DMs) can outperform generic models (GMs)...

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Detalles Bibliográficos
Autor principal: Demircioğlu, Aydin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10014394/
https://www.ncbi.nlm.nih.gov/pubmed/36918479
http://dx.doi.org/10.1186/s41747-023-00325-0