Guido Manni
Full profile and recent publications of Guido Manni.
PhD
Guido Manni
PhD Candidate @ Università Campus Bio-Medico di Roma
Guido Manni is a PhD Candidate in Artificial Intelligence (Health and Life Sciences) with a background in Biomedical Engineering. He specializes in Computer Vision, Visual SLAM, and Deep Learning, with a focus on developing robust perception and 3D reconstruction solutions for autonomous robotic surgery.
Recent Publications
- SPARSE data, rich results: Few-shot semi-supervised learning via class-conditioned image translation2026
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- Deep Learning Framework for Facial Reconstruction Outcome Prediction: Integrating Image Inpainting and Depth Estimation for Computer-Assisted Surgical Planning2025
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- BodySLAM: A Generalized Monocular Visual SLAM Framework for Surgical Applications2024