Publications by authors named "Alberto Signoroni"

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Bimodal ECG and PCG Cardiovascular Disease Detection: Exploring the Potential and Modality Contribution.
Alessia Calzoni, Mattia Savardi, Marco Silvestri, Sergio Benini, Alberto Signoroni

J Med Syst· September 2025

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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.
Marco Ferrari, Piergiorgio Gaudioso, Stefano Taboni, Giacomo Contro, Giuseppe Roccuzzo, Alberto Signoroni

Eur J Surg Oncol· February 2025

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Upskilling or deskilling? Measurable role of an AI-supported training for radiology residents: a lesson from the pandemic.
Mattia Savardi, Alberto Signoroni, Sergio Benini, Filippo Vaccher, Matteo Alberti

Insights Imaging· January 2025

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3D Scanning of Surgical Specimens to Improve Communication Between Surgeon and Pathologist: A Head and Neck Pilot Study.
Vittorio Rampinelli, Davide Mattavelli, Daniele Borsetto, Robert Kennedy, Marco Ferrari, Alberto Signoroni

Cancers (Basel)· December 2024

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Deep learning to predict long-term mortality from plain chest X-ray in patients referred for suspected coronary artery disease.
Giuseppe D'Ancona, Mattia Savardi, Mauro Massussi, Viktor Van Der Valk, Roderick W C Scherptong, Alberto Signoroni

J Thorac Dis· August 2024

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Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data.
Michele Svanera, Mattia Savardi, Alberto Signoroni, Sergio Benini, Lars Muckli

Med Image Anal· April 2024

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CineScale2: a dataset of cinematic camera features in movies.
Mattia Savardi, András Bálint Kovács, Alberto Signoroni, Sergio Benini

Data Brief· December 2023

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Hierarchical AI enables global interpretation of culture plates in the era of digital microbiology.
Alberto Signoroni, Alessandro Ferrari, Stefano Lombardi, Mattia Savardi, Stefania Fontana

Nat Commun· October 2023

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Deep learning to detect significant coronary artery disease from plain chest radiographs AI4CAD.
Giuseppe D'Ancona, Mauro Massussi, Mattia Savardi, Alberto Signoroni, Lorenzo Di Bacco

Int J Cardiol· January 2023

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Assessing Trustworthy AI in Times of COVID-19: Deep Learning for Predicting a Multiregional Score Conveying the Degree of Lung Compromise in COVID-19 Patients.
Himanshi Allahabadi, Julia Amann, Isabelle Balot, Andrea Beretta, Charles Binkley, Alberto Signoroni

IEEE Trans Technol Soc· December 2022

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Development of a cadaveric head and neck cancer model and three-dimensional analysis of margins in surgical navigation-aided ablations.
Marco Ferrari, Stefano Taboni, Andrea L C Carobbio, Barbara Buffoli, Vittorio Rampinelli, Alberto Signoroni

Eur J Surg Oncol· June 2022

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DenseMatch: a dataset for real-time 3D reconstruction.
Marco Lombardi, Mattia Savardi, Alberto Signoroni

Data Brief· December 2021

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Effects of remote digital monitoring on oral hygiene of orthodontic patients: a prospective study.
Linda Sangalli, Fabio Savoldi, Domenico Dalessandri, Stefano Bonetti, Min Gu, Alberto Signoroni

BMC Oral Health· September 2021

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BS-Net: Learning COVID-19 pneumonia severity on a large chest X-ray dataset.
Alberto Signoroni, Mattia Savardi, Sergio Benini, Nicola Adami, Riccardo Leonardi

Med Image Anal· July 2021

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CineScale: A dataset of cinematic shot scale in movies.
Mattia Savardi, András Bálint Kovács, Alberto Signoroni, Sergio Benini

Data Brief· June 2021

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Automatic classification of mice vocalizations using Machine Learning techniques and Convolutional Neural Networks.
Marika Premoli, Daniele Baggi, Marco Bianchetti, Alessandro Gnutti, Marco Bondaschi, Alberto Signoroni

PLoS One· May 2021

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Attitude towards Telemonitoring in Orthodontists and Orthodontic Patients.
Domenico Dalessandri, Linda Sangalli, Ingrid Tonni, Laura Laffranchi, Stefano Bonetti, Alberto Signoroni

Dent J (Basel)· April 2021

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Spatial-Spectral Evidence of Glare Influence on Hyperspectral Acquisitions.
Alberto Signoroni, Mauro Conte, Alice Plutino, Alessandro Rizzi

Sensors (Basel)· August 2020

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CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI.
Dennis Bontempi, Sergio Benini, Alberto Signoroni, Michele Svanera, Lars Muckli

Med Image Anal· May 2020

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Transfer learning of deep neural network representations for fMRI decoding.
Michele Svanera, Mattia Savardi, Sergio Benini, Alberto Signoroni, Gal Raz

J Neurosci Methods· December 2019

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Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review.
Alberto Signoroni, Mattia Savardi, Annalisa Baronio, Sergio Benini

J Imaging· May 2019

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Mesh Denoising with (Geo)Metric Fidelity.
Marco Centin, Alberto Signoroni

IEEE Trans Vis Comput Graph· August 2018

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Automatic hemolysis identification on aligned dual-lighting images of cultured blood agar plates.
Mattia Savardi, Alessandro Ferrari, Alberto Signoroni

Comput Methods Programs Biomed· March 2018

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Concept and Design of a 3D Printed Support to Assist Hand Scanning for the Realization of Customized Orthosis.
Gabriele Baronio, Paola Volonghi, Alberto Signoroni

Appl Bionics Biomech· November 2017

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Hyperspectral image analysis for rapid and accurate discrimination of bacterial infections: A benchmark study.
Simone Arrigoni, Giovanni Turra, Alberto Signoroni

Comput Biol Med· September 2017

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