Alberto Signoroni

Surgical Specialties (Canada) — Canada

Computer Science · Physical Sciences

24h-index2.0kcitations120works3.42yr avg
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Research Topics

Advanced Data Compression Techniques(22), Medical Image Segmentation Techniques(17), Image and Signal Denoising Methods(15), Robotics and Sensor-Based Localization(13), Advanced Vision and Imaging(13)

Publications120 total

Auto-prompting Foundation Models for Clinical Segmentation: The Case of Pathological Scapula
Communications in computer and information science·2026
$$D^2R^2$$: Deep-Learning Based Real-Time Dense Object Reconstruction
Lecture notes in computer science·2026
Towards robust and reliable multi-modal 3D segmentation of multiple sclerosis lesions
Pattern Recognition Letters·2025Open Access
Bimodal ECG and PCG Cardiovascular Disease Detection: Exploring the Potential and Modality Contribution
Journal of Medical Systems·2025· 1 citedOpen Access
DDD++: Exploiting Density map consistency for Deep Depth estimation in indoor environments
Graphical Models·2025· 1 citedOpen Access
Upskilling or deskilling? Measurable role of an AI-supported training for radiology residents: a lesson from the pandemic
Insights into Imaging·2025· 11 citedOpen Access
3D Scanning of Surgical Specimens to Improve Communication Between Surgeon and Pathologist: A Head and Neck Pilot Study
Cancers·2024· 1 citedOpen Access
Leveraging LiDAR Reflectance Images for Sparse Odometry
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2024Open Access
Intraoperative surgical navigation improves margin status in advanced malignancies of the anterior craniofacial area: A prospective observational study with systematic review of the literature and meta-analysis
European Journal of Surgical Oncology·2024· 11 cited
HuBERT-ECG as a self-supervised foundation model for broad and scalable cardiac applications
2024· 2 citedOpen Access
Deep learning to predict long-term mortality from plain chest X-ray in patients referred for suspected coronary artery disease
Journal of Thoracic Disease·2024Open Access
A Computational Model of Custom 3D Printed Hand Orthosis
Advances in science and technology·2024Open Access
Harnessing ChatGPT dialogues to address claustrophobia in MRI - A radiographers' education perspective
Radiography·2024· 11 citedOpen Access
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data
Medical Image Analysis·2024· 9 citedOpen Access
Clinical variables associated with late-onset thrombotic and cardiovascular events, after SARS-CoV-2 infection, in a cohort of patients from the first epidemic wave: an 18-month analysis on the “Surviving-COVID” cohort from Bergamo, Italy
Frontiers in Cardiovascular Medicine·2023· 2 citedOpen Access
Deep learning to predict long-term mortality from plain chest radiographs in patients referred for suspected angina
European Heart Journal·2023Open Access
Hierarchical AI enables global interpretation of culture plates in the era of digital microbiology
Nature Communications·2023· 33 citedOpen Access
CineScale2: a dataset of cinematic camera features in movies
Data in Brief·2023· 3 citedOpen Access
Recognition of Camera Angle and Camera Level in Movies from Single Frames
2023· 5 citedOpen Access
CONTRAST-ENHANCED MICROTOMOGRAPHY FOR VOLUMETRIC ANALYSIS OF MICROSTRUCTURE IN LIGAMENTS AND TENDONS
Journal of Mechanics in Medicine and Biology·2023· 1 cited
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Frequent Co-authors

Mattia Savardi(16), Riccardo Leonardi(15), Sergio Benini(9), Alessandro Ferrari(5), Davide Farina(5), Nicola Adami(4), Filippo Vaccher(4), Roberto Maroldi(4), Giovanni Turra(4), Marco Centin(4), Francesco Bonarrigo(4), Stefano Lombardi(3), Gabriele Baronio(3), Simone Arrigoni(3), Fabio Lazzaroni(3), Paolo Gibellini(2), Marco Ravanelli(2), Andrea Borghesi(2), Linda Sangalli(2), Domenico Dalessandri(2)