معرفی
Pietro Gori is a Professor in Artificial Intelligence and Medical Imaging at Télécom Paris, working within the IMAGES team of the LTCI laboratory. He has previously collaborated with Inria at the ARAMIS laboratory and NeuroSpin (CEA), focusing on computational anatomy and medical imaging.
- Education: MSc in Mathematical Modeling and Computation (DTU, Copenhagen), MSc in Biomedical Engineering (University of Padua), PhD in Bioinformatics (Université Pierre et Marie Curie - Paris VI), and HDR (Habilitation à diriger des recherches) in Medical Imaging (Institut polytechnique de Paris, 2024).
His research spans machine learning, medical imaging, computational anatomy, shape analysis, and statistical learning. He contributes to open-source tools like deformetrica and Clinica, emphasizing algorithms for analyzing 2D/3D images and clinical neuroimaging studies.
Recent publications highlight trends in contrastive learning for disease classification, self-supervised methods in digital pathology, and 3D modeling for surgical applications. His work integrates prior knowledge into AI models and explores biomarkers for psychiatric disorders.
- Scientific Awards: Habilitation à diriger des recherches (HDR), Institut polytechnique de Paris (2024).
He collaborates with NeuroSpin (CEA) and contributes to pediatric surgery planning and psychiatric research, leveraging large datasets of healthy subjects for transfer learning. His patents focus on organ characterization and 3D anatomical model generation.
