Ludivine Morvan

Publications
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Articles

Journal article: JMIR FORMATIVE RESEARCH. 2023;7:e45979
A Machine Learning Algorithm Predicting Acute Kidney Injury in Intensive Care Unit Patients (NAVOY Acute Kidney Injury): Proof-of-Concept Study
Persson I; Grunwald A; Morvan L; Becedas D; Arlbrandt M
Journal article: IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES. 2023;7(7):732-741
Multiple Myeloma Prognosis From PET Images: Deep Survival Losses and Contrastive Pretraining
Morvan L; Nanni C; Michaud A-V; Jamet B; Bailly C; Bodet-Milin C; Chauvie S; Touzeau C; Moreau P; Zamagni E; Kraeber-Bodere F; Carlier T; Mateus D
Journal article: EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. 2021;48(4):1005-1015
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.
Jamet B; Morvan L; Nanni C; Michaud A-V; Bailly C; Chauvie S; Moreau P; Touzeau C; Zamagni E; Bodet-Milin C; Kraeber-Bodéré F; Mateus D; Carlier T
Journal article: INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY. 2020;15(1):129-139
Leveraging RSF and PET images for prognosis of multiple myeloma at diagnosis
Morvan L; Carlier T; Jamet B; Bailly C; Bodet-Milin C; Moreau P; Kraeber-Bodere F; Mateus D
Journal article: NUKLEARMEDIZIN-NUCLEAR MEDICINE. 2019;43(2):193
Prédiction de la progression chez des patients atteints de myélome multiple avec des Random Survival Forest
Morvan L; Mateus D; Bailly C; Jamet B; Milin CB; Bodéré FK; Moreau P; Touzeau C; Carlier T

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Preprint: JMIR PREPRINTS. 2023
A Machine Learning Algorithm Predicting Acute Kidney Injury in Intensive Care Unit Patients (NAVOY Acute Kidney Injury): Proof-of-Concept Study (Preprint)
Persson I; Grünwald A; Morvan L; Becedas D; Arlbrandt M
Doctoral thesis: 2021
Prédiction de la progression du myélome multiple par imagerie TEP : Adaptation des forêts de survie aléatoires et de réseaux de neurones convolutionnels
Morvan L

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