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...

Descripción completa

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

Internet

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

Ejemplares similares