| Random survival forest to predict transplant-eligible newly diagnosed multiple myeloma outcome including FDG-PET radiomics: a combined analysis of two independent prospective … B Jamet, L Morvan, C Nanni, AV Michaud, C Bailly, S Chauvie, P Moreau, ... European journal of nuclear medicine and molecular imaging 48, 1005-1015, 2021 | 53 | 2021 |
| Leveraging RSF and PET images for prognosis of multiple myeloma at diagnosis L Morvan, T Carlier, B Jamet, C Bailly, C Bodet-Milin, P Moreau, ... International Journal of Computer Assisted Radiology and Surgery 15, 129-139, 2020 | 38 | 2020 |
| Learned deep radiomics for survival analysis with attention L Morvan, C Nanni, AV Michaud, B Jamet, C Bailly, C Bodet-Milin, ... Predictive Intelligence in Medicine: Third International Workshop, PRIME …, 2020 | 6 | 2020 |
| A Machine Learning Algorithm Predicting Acute Kidney Injury in Intensive Care Unit Patients (NAVOY Acute Kidney Injury): Proof-of-Concept Study I Persson, A Grünwald, L Morvan, D Becedas, M Arlbrandt JMIR Formative Research 7 (1), e45979, 2023 | 3 | 2023 |
| Multiple myeloma prognosis from PET images: deep survival losses and contrastive pre-training L Morvan, C Nanni, AV Michaud, B Jamet, C Bailly, C Bodet-Milin, ... IEEE Transactions on Radiation and Plasma Medical Sciences, 2023 | 1 | 2023 |
| Prédiction de la progression du myélome multiple par imagerie TEP: Adaptation des forêts de survie aléatoires et de réseaux de neurones convolutionnels L Morvan École centrale de Nantes, 2021 | 1 | 2021 |
| The Limitations of Deep Learning: A Focus on Survival Analysis with PET Images. L Morvan, T Carlier, D Mateus 4th Nuclear Technologies for Health Symposium (NTHS 2020), 2020 | | 2020 |
| Leveraging Random Survival Forest (RSF) and PET images for prognosis of Multiple Myeloma at diagnosis L Morvan, T Carlier, C Bailly, B Jamet, CM Bodet-Milin, P Moreau, ... International Conference on Information Processing in Computer-Assisted …, 2019 | | 2019 |
| Prédiction de la progression chez des patients atteints de myélome multiple par" Random Survival Forest" L Morvan, D Mateus, C Bailly, B Jamet, C Bode-Milin, P Moreau, ... SFMN, 2019 | | 2019 |