Improved 18-FDG PET/CT diagnosis of multiple myeloma diffuse disease by radiomics analysis - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Journal Articles Nuclear Medicine Communications Year : 2021

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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Dates and versions

hal-03428536 , version 1 (18-11-2021)

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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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