Guido Manni

Dr. Guido Manni is Adjunct Lecturer in Information Processing Systems (SSD IINF-05/A) at UniCamillus – Saint Camillus International University of Health Sciences for the Medicine and Surgery degree program.

His research activity focuses on artificial intelligence applied to computer-assisted surgery and medical imaging, with emphasis on robust computer vision systems for surgical environments and data-efficient learning frameworks for medical applications. Core expertise includes monocular visual SLAM for minimally invasive surgery, generative deep learning for surgical planning, and semi-supervised learning techniques capable of achieving high performance with limited labeled data.

He is finalizing the National PhD in Artificial Intelligence at Università Campus Bio-Medico di Roma. He holds a Master’s degree in Biomedical Engineering from Sapienza University of Rome.

His work has been published in international peer-reviewed journals and presented at international conferences, combining methodological development with practical clinical applications.