Alberto Paderno

According to our database, Alberto Paderno authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Systematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence.

Anita Rau, Mark Endo, Josiah Aklilu, Jaewoo Heo, Khaled Saab, Alberto Paderno, Jeffrey Jopling, F. Christopher Holsinger, Serena Yeung-Levy

CoRR, April, 2025

A Deep-Learning Approach for Vocal Fold Pose Estimation in Videoendoscopy.

Francesca Pia Villani, Maria Chiara Fiorentino, Lorenzo Federici, Cesare Piazza, Emanuele Frontoni, Alberto Paderno, Sara Moccia

J. Imaging Inform. Medicine, 2025

Introduction to the Minitrack on Artificial Intelligence in Medicine: Infrastructures for Deep Learning, Generative Algorithms, and Intelligent Agents.

Cezary Mazurek, Monika Polczynska-Bletsos, Mikolaj Buchwald, Alberto Paderno

Proceedings of the 58th Hawaii International Conference on System Sciences, 2025

Revisiting MAE Pre-training for 3D Medical Image Segmentation.

Tassilo Wald, Constantin Ulrich, Stanislav Lukyanenko, Andrei Goncharov, Alberto Paderno, Maximilian Miller, Leander Maerkisch, Paul F. Jaeger, Klaus H. Maier-Hein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Revisiting MAE pre-training for 3D medical image segmentation.

Tassilo Wald, Constantin Ulrich, Stanislav Lukyanenko, Andrei Goncharov, Alberto Paderno, Leander Maerkisch, Paul F. Jäger, Klaus H. Maier-Hein

CoRR, 2024

2023

Classifying Vocal Folds Fixation from Endoscopic Videos with Machine Learning.

Francesca Pia Villani, Alberto Paderno, Maria Chiara Fiorentino, Alessandro Casella, Cesare Piazza, Sara Moccia

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023