Laurence Vancamberg

General Electric (Spain) — Spain

Computer Science · Physical Sciences

5h-index99citations22works1.42yr avg
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Research Topics

AI in cancer detection(13), Medical Imaging Techniques and Applications(11), Digital Radiography and Breast Imaging(10), Radiomics and Machine Learning in Medical Imaging(5), Ultrasound Imaging and Elastography(3)

Publications22 total

Clinical proof of concept of dynamic reconstruction of digital breast tomosynthesis
Physics in Medicine and Biology·2025Open Access
Deep Learning Framework for Managing Inter-reader Variability in Background Parenchymal Enhancement Classification for Contrast-Enhanced Mammography
Lecture notes in computer science·2025
Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application
arXiv (Cornell University)·2025Open Access
Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application
SSRN Electronic Journal·2025· 1 citedOpen Access
BN-SCAFFOLD: controlling the drift of Batch Normalization statistics in Federated Learning
arXiv (Cornell University)·2024· 1 citedOpen Access
Dynamic reconstruction for digital tomosynthesis: a phantom proof of concept for breast care
Biomedical Physics & Engineering Express·2024· 3 citedOpen Access
Local dynamic reconstruction in digital breast tomosynthesis
2024· 1 citedOpen Access
Deep-learning-based background parenchymal enhancement quantification in contrast enhanced mammography: an application to neoadjuvant chemotherapy
2024· 1 citedOpen Access
Contrastive Learning: An Efficient Domain Adaptation Strategy for 2D Mammography Image Classification
2024· 2 citedOpen Access
Deep-learning model for background parenchymal enhancement classification in contrast-enhanced mammography
Physics in Medicine and Biology·2024· 5 citedOpen Access
AI-Based Cancer Detection Model for Contrast-Enhanced Mammography
Bioengineering·2023· 16 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
Influence of DBT reconstruction algorithm on power law spectrum coefficient
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2015· 4 cited
Assistance robotique pour la biopsie du sein guidée par tomosynthèse numérique
2013
Needle path planning for digital breast tomosynthesis biopsy using a heterogeneous model
2011· 7 cited
3D density estimation in digital breast tomosynthesis: application to needle path planning for breast biopsy
HAL (Le Centre pour la Communication Scientifique Directe)·2011
3D density estimation in digital breast tomosynthesis: application to needle path planning for breast biopsy
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2011· 1 cited
Needle path planning for digital breast tomosynthesis biopsy
2010· 14 cited
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Frequent Co-authors

Clément Jailin(9), Serge Muller(8), Gonzalo Iñaki Quintana(7), Pablo Milioni de Carvalho(7), Mathilde Mougeot(5), Agnès Desolneux(5), Vincent Jugnon(4), Răzvan Iordache(3), Amr Farouk Ibrahim Moustafa(3), Mohammed Mohammed Mohammed Gomaa(3), Anis Sahbani(3), Guillaume Morel(3), Elodie Ripaud(3), Stéphane Roux(3), Sara Mohamed(2), Giovanni Palma(2), Matteo Barbieri(2), Sara Mohamed(2), Rasha Mohammed Kamal(2), N. Geeraert(2)