Prediction of lipomatous soft tissue malignancy on MRI: comparison between machine learning applied to radiomics and deep learning

OBJECTIVES: Malignancy of lipomatous soft-tissue tumours diagnosis is suspected on magnetic resonance imaging (MRI) and requires a biopsy. The aim of this study is to compare the performances of MRI radiomic machine learning (ML) analysis with deep learning (DL) to predict malignancy in patients wit...

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Detalles Bibliográficos
Autores principales: Fradet, Guillaume, Ayde, Reina, Bottois, Hugo, El Harchaoui, Mohamed, Khaled, Wassef, Drapé, Jean-Luc, Pilleul, Frank, Bouhamama, Amine, Beuf, Olivier, Leporq, Benjamin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2022
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9452614/
https://www.ncbi.nlm.nih.gov/pubmed/36071368
http://dx.doi.org/10.1186/s41747-022-00295-9

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