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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Detalhes bibliográficos
Publicado no:Sarcoma
Main Authors: Malinauskaite, Ieva, Hofmeister, Jeremy, Burgermeister, Simon, Neroladaki, Angeliki, Hamard, Marion, Montet, Xavier, Boudabbous, Sana
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2020
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6969992/
https://ncbi.nlm.nih.gov/pubmed/31997918
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2020/7163453
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