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Random survival forest to predict transplant-eligible newly diagnosed multiple myeloma outcome including FDG-PET radiomics: a combined analysis of two independent prospective European trials

Archive ouverte | Jamet, Bastien | CCSD

International audience. Purpose: Fluorodeoxyglucose-positron emission tomography/computed tomography (FDG-PET/CT) is included in the International Myeloma Working Group (IMWG) imaging guidelines for the work-up at d...

Functional Imaging for Therapeutic Assessment and Minimal Residual Disease Detection in Multiple Myeloma

Archive ouverte | Jamet, Bastien | CCSD

International audience. Serum markers and bone marrow examination are commonly used for monitoring therapy response in multiple myeloma (MM), but this fails to identify minimal residual disease (MRD), which frequent...

Learned Deep Radiomics for Survival Analysis with Attention

Archive ouverte | Morvan, Ludivine | CCSD

International audience. In the context of multiple myeloma, patient diagnosis and treatment planning involve the medical analysis of full-body Positron Emission Tomography (PET) images. There has been a growing inte...

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