Radiomics and Machine Learning Differentiate Soft-Tissue Lipoma and Liposarcoma Better than Musculoskeletal Radiologists

Distinguishing lipoma from liposarcoma is challenging on conventional MRI examination. In case of uncertain diagnosis following MRI, further invasive procedure (percutaneous biopsy or surgery) is often required to allow for diagnosis based on histopathological examination. Radiomics and machine lear...

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Detalles Bibliográficos
Autores principales: Malinauskaite, Ieva, Hofmeister, Jeremy, Burgermeister, Simon, Neroladaki, Angeliki, Hamard, Marion, Montet, Xavier, Boudabbous, Sana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6969992/
https://www.ncbi.nlm.nih.gov/pubmed/31997918
http://dx.doi.org/10.1155/2020/7163453

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6969992/
https://www.ncbi.nlm.nih.gov/pubmed/31997918
http://dx.doi.org/10.1155/2020/7163453

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