Serge Muller

Centre National de la Recherche Scientifique — France

Medicine · Health Sciences

18h-index1.7kcitations122works5.22yr avg
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Research Topics

Digital Radiography and Breast Imaging(65), Medical Imaging Techniques and Applications(64), AI in cancer detection(48), Advanced X-ray and CT Imaging(33), Radiomics and Machine Learning in Medical Imaging(14)

Publications122 total

Deep learning-driven incidental detection of vertebral fractures in cancer patients: advancing diagnostic precision and clinical management
La radiologia medica·2025Open Access
Baseline CT-derived tumor burden and liquid biopsy as biomarkers to predict survival in patients with metastatic solid cancer
Diagnostic and Interventional Imaging·2025· 5 cited
Photon-Counting CT Scan Phantom Study: Stability of Radiomics Features
Diagnostics·2025· 2 citedOpen Access
Liquid Biopsy versus CT: Comparison of Tumor Burden Quantification in 1065 Patients with Metastases
Radiology·2024· 12 cited
Contribution of an Artificial Intelligence Tool in the Detection of Incidental Pulmonary Embolism on Oncology Assessment Scans
Life·2024· 8 citedOpen Access
Contribution of an Artificial Intelligence Tool in the Detection of Incidental Pulmonary Embolism on Oncology Assessment Scans
Preprints.org·2024· 4 citedOpen Access
Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification
Bioengineering·2023· 26 citedOpen Access
Quantitative Evaluation of the Response to Neo-Adjuvant Chemotherapy based on Non-Rigid Registration of CEM
2023Open Access
Deformable registration with intensity correction for CESM monitoring response to Neoadjuvant Chemotherapy
Biomedical Physics & Engineering Express·2023· 2 citedOpen Access
A 3D Mathematical Breast Texture Model With Parameters Automatically Inferred From Clinical Breast CT Images
IEEE Transactions on Medical Imaging·2022· 3 citedOpen Access
Breast shape estimation and correction in CESM biopsy
2022Open Access
Lesion detection in contrast enhanced spectral mammography
2022· 4 citedOpen Access
Development of a 3D model of clinically relevant microcalcifications
2022· 1 citedOpen Access
A Novel Task-Based reconstruction approach for digital breast tomosynthesis
Medical Image Analysis·2021· 5 citedOpen Access
Data Augmentation for Breast Cancer Mass Segmentation
Lecture notes in electrical engineering·2021· 4 cited
Statistical Inference of Parameters of a 3D Solid Breast Texture Model from Clinical Data
HAL (Le Centre pour la Communication Scientifique Directe)·2021Open Access
Validation Of A Bi-Energetic Spectrum Approximation In Bone Mineral Density Measurement With A Dxa Digital Twin
2021· 1 cited
Distribution of pressure on the breast in mammography using flexible and rigid compression plates: implications on patient handling
Acta Radiologica·2020· 5 cited
Pressure-based Compression Guidance of the Breast in Digital Breast Tomosynthesis Using Flexible Paddles Compared to Conventional Compression
Journal of Breast Imaging·2020· 9 citedOpen Access
Evaluation of the visual realism of breast texture phantoms in digital mammography
2020· 6 cited
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Frequent Co-authors

Ann-Katherine Carton(11), Clarisse Dromain(6), Isabelle Bloch(6), Martin J. Yaffe(5), O. Le Traon(5), D. Janiaud(5), Giovanni Palma(5), Zhijin Li(5), Sylvie Puong(4), Răzvan Iordache(4), James G. Mainprize(4), R. Klausz(4), Hilde Bosmans(4), Corinne Balleyguier(3), Sylvie Bothorel(3), Xavier Bouchevreau(3), M. Pernice(3), Anna Mîra(3), Yohan Payan(3), Laurence Vancamberg(3)