PINNA Andrea
Expertise
Discover the specialized technical skills and disciplinary affiliations of our members, who represent the federated communities of the Arts & Humanities, Science & Engineering, and Medicine within the Sorbonne University Alliance.
Mathematics, Computer Science & Robotics
Activities
Overview the professional milestones, academic responsibilities, and international collaborations that drive our center’s double ambition to excel in both research and education.
Responsibilities
Deputy Scientific Director of the PostGenAI cluster
Selected publications
Automatic Sleep Stages Classification Combining Semantic Representation and Dynamic Expert System.
A Ugon, C Philippe, A Kotti, MA Dalloz, A Pinna
Studies in health technology and informatics 264, 848-852
Study to integrate CNN inside a WCE to realize a screening tool
O Chuquimia, T Garbay, W Xu, A Pinna, X Dray, H Sahbi, B Granado
Distilling the knowledge in CNN for WCE screening tool Thomas Garbay, Orlando Chuquimia, Andrea Pinna, Hichem Sahbi, Xavier Dray and Bertrand Granado
The Conference on Design and Architectures for Signal and Image Processing 16 - 18 October, 2019, Montréal, Canada
Knowledge-based decision system for automatic sleep staging using symbolic fusion in a turing machine-like decision process formalizing the sleep medicine guidelines
A Ugon, A Kotti, B Séroussi, K Sedki, J Bouaud, JG Ganascia, P Garda, Carole Philippe, Andrea Pinna
Expert Systems with Applications 114, 414-427
Towards a Hybrid Expert System Based on Sleep Event’s Threshold Dependencies for Automated Personalized Sleep Staging by Combining Symbolic Fusion and Differential Evolution …
C Chen, A Ugon, C Sun, W Chen, C Philippe, A Pinna
IEEE Access 7, 1775-1792
International collaborations
- O. Chuquimia, A. Pinna, X. Dray, B. Granado : “A Low Power and Real-Time Architecture for Hough Transform Processing Integration in a Full HD-Wireless Capsule Endoscopy”, IEEE Transactions on Biomedical Circuits and Systems, vol. 14 (4), pp. 646-657, (Institute of Electrical and Electronics Engineers) (2020)
- O. Chuquimia, A. Pinna, X. Dray, B. Granado : “A Real Time Hough Transform Architecture Useable inside a WCE”, 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), Nara, Japan, pp. 1-4, (IEEE) (2019)
- O. Chuquimia, A. Pinna, X. Dray, B. Granado : “Polyp follow-Up in an Intelligent Wireless Capsule Endoscopy”, 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), Nara, Japan, pp. 1-4, (IEEE) (2019)
- A. Ugon, C. Philippe, A. Kotti, M.‑A. Dalloz, A. Pinna : “Automatic Sleep Stages Classification Combining Semantic Representation and Dynamic Expert System”, MEDINFO 2019: Health and Wellbeing e-Networks for All, vol. 264, Lyon, France, pp. 848-852 (2019)
Industrial collaborations
Bioserenity
Projects
Explore the specific interdisciplinary initiatives — ranging from industrial and European collaborations to innovative doctoral research — where our members apply their expertise to address the scientific challenges of tomorrow.