Arnaud Quillent
- General Electric Medical Systems [Buc] (GE Healthcare)
Publications
Publications
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Role of deep learning into three-dimensional reconstruction for breast tomosynthesisMedical Imaging. Institut Polytechnique de Paris, 2025. English. ⟨NNT : 2025IPPAT012⟩ |
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Using Machine Learning on MRI Radiomics to Diagnose Parotid Tumours Before Comparing Performance with Radiologists: A Pilot StudyJournal of Imaging Informatics in Medicine, 2025, 38 (3), pp.1496-1508. ⟨10.1007/s10278-024-01255-y⟩ |
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Radiomics-Based Method for Predicting the Glioma Subtype as Defined by Tumor Grade, IDH Mutation, and 1p/19q CodeletionCancers, 2022, 14 (7), pp.1778. ⟨10.3390/cancers14071778⟩ |
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Machine-Learning-Based Radiomics MRI Model for Survival Prediction of Recurrent Glioblastomas Treated with BevacizumabDiagnostics, 2021, 11 (7), pp.1263. ⟨10.3390/diagnostics11071263⟩ |
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A Predictive Clinical-Radiomics Nomogram for Survival Prediction of Glioblastoma Using MRIDiagnostics, 2021, 11 (11), pp.2043. ⟨10.3390/diagnostics11112043⟩ |
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Deep-learning uncertainty estimation for data-consistent breast tomosynthesis reconstruction21st International Symposium on Biomedical Imaging (ISBI 2024), IEEE Signal Processing Society; IEEE Engineering in Medicine and Biology Society, May 2024, Athens, Greece |
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Machine-learning based guided diagnosis of parotid tumours from MRIISBI 2023 - IEEE International Symposium on Biomedical Imaging, Apr 2023, Cartagena (Colombia), Colombia |
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A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction6th International Conference on Medical Imaging with Deep Learning (MIDL 2023), MIDL Foundation, Jul 2023, Nashville, TN, United States. pp.1813-1825 |