Scholar
Karim Hammoudi, PhD, HDR
Google Scholar ID: kf4NHCQAAAAJ
Associate Professor (Maître de Conférences), Université de Haute-Alsace
Citations & Impact
Citations
844
H-index
11
i10-index
13
Publications
20
Co-authors
8
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- - Publications:
- - Transformer-Based Lung Infection Severity Prediction with Cross Attention and Conditional TransMix Augmentation, CVPR Workshop, 2025 (to appear)
- - PViTGAtt-IP: Severity Quantification of Lung Infections in Chest X-rays and CT Scans via Parallel and Cross-Attended Encoders, IEEE Transactions on Big Data, 2025
- - Multi-Score Prediction for Lung Infection Severity in Chest X-ray Images, IEEE Transactions on Emerging Topics in Computational Intelligence, 2024
- - SHREC 2024: Recognition of dynamic hand motions molding clay, Computers & Graphics, Elsevier, 2024
- - Object-centric Contour-aware Data Augmentation Using Superpixels of Varying Granularity, Pattern Recognition, Elsevier, 2023
- - SuperpixelGridMasks Data Augmentation: Application to Precision Health and other Real-world Data, Journal of Healthcare Informatics Research, Springer, 2023
- - Surface-based Protein Domains Retrieval Methods from a SHREC2021 Challenge, Journal of Molecular Graphics and Modelling, Elsevier, 2022
- - A Generalized Deep Learning-based Framework for Assistance to the Human Malaria Diagnosis from Microscopic Images, Neural Computing and Applications, Springer, 2021
- - Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19, Journal of Medical Systems, Springer, 2021
Research Experience
- - 2013-2016: Associate Professor of Computer Science at ESIGELEC Graduate School, Normandie University, also served as the Academic Head of the associated international Master’s program in Information Systems (2015-2016)
- - Current position: Associate Professor of Computer Science at the University of Haute-Alsace
- - Co-directing PhD projects on the analysis of diseases and infections from chest X-rays and CT scans
- - Co-supervisor of Ms. Bouthaina Slika at the University of the Basque Country, Spain, and Mr. Adnan Mustafic at the University of Haute-Alsace, France
- - Co-supervising the PhD research of Mr. Iyed Dhahri, focusing on the analysis of disaster imagery
Education
- - PhD: University of Paris-Est and the French National Mapping Agency (2008-2011), research field in image analysis
- - Postdoctoral: National University of Ireland, Maynooth (2011-2013)
Background
- - Research interests include Computer Vision, Machine Learning, and Biomedical Image Analysis
- - Currently serving as a topic advisor for the MDPI Journal of Imaging
- - Associate Professor of Computer Science at the University of Haute-Alsace since 2016, obtained HDR in 2023
- - Co-head of the Master’s program in Computer Science (Master IM) at the Faculty of Science and Technology since 2024
- - Involved in the development of a European Campus connecting master students and professors across France, Switzerland, and Germany, serving as a seminar co-organizer for a EUCOR project
