Scholar
Nicolas Duchateau
Google Scholar ID: PzKbssMAAAAJ
Associate Professor / CREATIS lab - Université Lyon 1, France
Citations & Impact
Citations
1,751
H-index
18
i10-index
26
Publications
20
Co-authors
44
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - Published multiple academic papers, including:
- - 'Estimation of segmental longitudinal strain in transesophageal echocardiography by deep learning' in IEEE Journal of Biomedical and Health Informatics
- - 'PRIME 2.0: An update to the proposed requirements for cardiovascular imaging-related machine learning evaluation checklist' in JACC Cardiovascular Imaging
- - 'Fusing echocardiography images and medical records for continuous patient stratification' in IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
- - 'Comparison of synthetic LGE with optimal inversion time vs. conventional LGE via representation learning: quantification of bias in population analysis' in Computers in Biology and Medicine
- - 'Hierarchical data integration with Gaussian processes: application to the characterization of cardiac ischemia-reperfusion patterns' in IEEE Transactions on Medical Imaging
- - 'Detailed evaluation of a population-wise personalization approach to generate synthetic myocardial infarct images' in Pattern Recognition Letters
Research Experience
- - Associate Professor at CREATIS lab, Université Lyon 1
- - Current team includes several PhD students working on various research topics related to cardiac imaging, shape, and deformation
- - Former team members include postdocs and PhD students with diverse research interests
Background
- - Associate Professor at Université Lyon 1
- - Member of CREATIS lab
- - Junior member of Institut Universitaire de France
- - Associate Editor for Neurocomputing journal
- - Research focus: Characterization of diseases from medical imaging populations
- - Methodological side: New computational approaches based on statistical atlases and machine learning
- - Applicative side: Cardiac function and widespread imaging modalities such as echocardiography and magnetic resonance
