Prognostic Value of 18F-FDG PET Radiomics Features at Baseline in PET-Guided Consolidation Strategy in Diffuse Large B-Cell Lymphoma: A Machine-Learning Analysis from the GAINED Study

Thomas Carlier; Gauthier Frécon; Diana Mateus; Mira Rizkallah; Françoise Kraeber-Bodéré; Salim Kanoun; Paul Blanc-Durand; Emmanuel Itti; Steven Le Gouill; René-Olivier Casasnovas; Caroline Bodet-Milin; Clément Bailly

doi:10.2967/jnumed.123.265872

Research ArticleBasic Science Investigation

Prognostic Value of ¹⁸F-FDG PET Radiomics Features at Baseline in PET-Guided Consolidation Strategy in Diffuse Large B-Cell Lymphoma: A Machine-Learning Analysis from the GAINED Study

Thomas Carlier, Gauthier Frécon, Diana Mateus, Mira Rizkallah, Françoise Kraeber-Bodéré, Salim Kanoun, Paul Blanc-Durand, Emmanuel Itti, Steven Le Gouill, René-Olivier Casasnovas, Caroline Bodet-Milin and Clément Bailly

Journal of Nuclear Medicine November 2023, jnumed.123.265872; DOI: https://doi.org/10.2967/jnumed.123.265872

Thomas Carlier

1Nantes Université, INSERM, CNRS, CRCI2NA, Université d’Angers, Nantes, France;

2Nuclear Medicine Department, University Hospital, Nantes, France;

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Gauthier Frécon

1Nantes Université, INSERM, CNRS, CRCI2NA, Université d’Angers, Nantes, France;

2Nuclear Medicine Department, University Hospital, Nantes, France;

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Diana Mateus

3Laboratoire des Sciences Numériques de Nantes, Ecole Centrale de Nantes, CNRS UMR 6004, Nantes, France;

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Mira Rizkallah

3Laboratoire des Sciences Numériques de Nantes, Ecole Centrale de Nantes, CNRS UMR 6004, Nantes, France;

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Françoise Kraeber-Bodéré

1Nantes Université, INSERM, CNRS, CRCI2NA, Université d’Angers, Nantes, France;

2Nuclear Medicine Department, University Hospital, Nantes, France;

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Salim Kanoun

4Nuclear Medicine, Georges-François Leclerc Center, Dijon, France;

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Paul Blanc-Durand

5Nuclear Medicine, CHU Henri Mondor, Paris-Est University, Créteil, France;

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Emmanuel Itti

5Nuclear Medicine, CHU Henri Mondor, Paris-Est University, Créteil, France;

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Steven Le Gouill

6Haematology Department, University Hospital, Nantes, France; and

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René-Olivier Casasnovas

7Hematology, CHU Dijon Bourgogne, Dijon, France

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Caroline Bodet-Milin

1Nantes Université, INSERM, CNRS, CRCI2NA, Université d’Angers, Nantes, France;

2Nuclear Medicine Department, University Hospital, Nantes, France;

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Clément Bailly

1Nantes Université, INSERM, CNRS, CRCI2NA, Université d’Angers, Nantes, France;

2Nuclear Medicine Department, University Hospital, Nantes, France;

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Vol. 66, Issue 5

May 1, 2025

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Prognostic Value of ¹⁸F-FDG PET Radiomics Features at Baseline in PET-Guided Consolidation Strategy in Diffuse Large B-Cell Lymphoma: A Machine-Learning Analysis from the GAINED Study

Journal of Nuclear Medicine Nov 2023, jnumed.123.265872; DOI: 10.2967/jnumed.123.265872

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Prognostic Value of ¹⁸F-FDG PET Radiomics Features at Baseline in PET-Guided Consolidation Strategy in Diffuse Large B-Cell Lymphoma: A Machine-Learning Analysis from the GAINED Study

Journal of Nuclear Medicine Nov 2023, jnumed.123.265872; DOI: 10.2967/jnumed.123.265872

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Keywords

DLBCL
18F-FDG PET
GAINED study
radiomics

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Prognostic Value of ¹⁸F-FDG PET Radiomics Features at Baseline in PET-Guided Consolidation Strategy in Diffuse Large B-Cell Lymphoma: A Machine-Learning Analysis from the GAINED Study

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