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Improved 18-FDG PET/CT diagnosis of multiple myeloma diffuse disease by radiomics analysis

Abstract : In Multiple Myeloma (MM) patients, diffuse infiltration of bone marrow can be diagnosed on MRI and is associated with poorer prognosis. On 18-FDG PET/CT, the other important imaging modality in MM, the diagnosis of diffuse disease by visual analysis can be challenging. Radiomics allows the extraction of large amount of data from images to individualize disease specific diagnostic or prognostic patterns. We aimed todevelop a radiomics-based model derived from PET and CT images, that could improve the diagnosis of multiple myeloma diffuse disease on 18-FDG PET/CT.
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https://hal.inria.fr/hal-03428536
Contributor : Olivier Saut Connect in order to contact the contributor
Submitted on : Thursday, November 18, 2021 - 2:02:56 PM
Last modification on : Friday, July 8, 2022 - 10:08:22 AM
Long-term archiving on: : Saturday, February 19, 2022 - 6:51:45 PM

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Charles Mesguich, Elif Hindie, Baudouin Denis de Senneville, Ghoufrane Tlili, Jean-Baptiste Pinaquy, et al.. Improved 18-FDG PET/CT diagnosis of multiple myeloma diffuse disease by radiomics analysis. Nuclear Medicine Communications, 2021, 42 (10), pp.1135-1143. ⟨10.1097/MNM.0000000000001437⟩. ⟨hal-03428536⟩

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