Pietro Cerveri

58 papers Misc 4Journal 39Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comment on: "Geometric deep learning for local growth prediction on abdominal aortic aneurysm surfaces".
Artif. Intell. Medicine
Antonio Bozzani, Pietro Cerveri, Vittorio Arici, Giulia Maria Stella
2026 J jnl
Generalist models in medical image segmentation: A survey and performance comparison with task-specific approaches.
Inf. Fusion
Andrea Moglia, Matteo Leccardi, Matteo Cavicchioli, Alice Maccarini, Marco Marcon, Luca T. Mainardi, Pietro Cerveri
2026 J jnl
Improving Risk Stratification in Hypertrophic Cardiomyopathy: A Novel Score Combining Echocardiography, Clinical, and Medication Data.
CoRR
Marion Taconné, Valentina D. A. Corino, Annamaria Del Franco, Sara Giovani, Iacopo Olivotto, Adrien Al Wazzan, Erwan Donal, Pietro Cerveri, Luca T. Mainardi
2026 J jnl
MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Observation and Localization in CT Images.
J. Heal. Informatics Res.
Andrea Moglia, Elia Clement Nastasio, Luca T. Mainardi, Pietro Cerveri
2025 — conf
Advancements in Wearable EEG Technology: Electrode Characterization and Signal Quality Assessment.
BIOSTEC (1)
Andrea Farabbi, Andrea Costanzo Palmisciano, Matteo Rossi, Niccolò Antonello, Diana Trojaniello, Tommaso Ongarello, Pietro Cerveri, Luca T. Mainardi
2025 J jnl
Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint clinical assessment in shoulder CT scans.
Artif. Intell. Medicine
Luca Marsilio, Davide Marzorati, Matteo Rossi, Andrea Moglia, Luca T. Mainardi, Alfonso Manzotti, Pietro Cerveri
2025 J jnl
D2-RD-UNet: A dual-stage dual-class framework with connectivity correction for hepatic vessels segmentation.
Comput. Biol. Medicine
Matteo Cavicchioli, Andrea Moglia, Guillaume Garret, Martina Puglia, Antoine Vacavant, Giacomo Pugliese, Pietro Cerveri
2025 J jnl
Deep learning for pancreas segmentation on computed tomography: a systematic review.
Artif. Intell. Rev.
Andrea Moglia, Matteo Cavicchioli, Luca T. Mainardi, Pietro Cerveri
2025 J jnl
Eyewear-Based ECG Recording: A Novel Head-Electrode Approach for Reliable Cardiac Signal Acquisition.
IEEE Access
Andrea Costanzo Palmisciano, Matteo Rossi, Andrea Farabbi, Niccolò Antonello, Diana Trojaniello, Tommaso Ongarello, Pietro Cerveri, Luca T. Mainardi
2025 J jnl
Finger-to-Chest Style Transfer-Assisted Deep Learning Method for Photoplethysmogram Waveform Restoration With Timing Preservation.
IEEE Trans. Instrum. Meas.
Sara Maria Pagotto, Federico Tognoni, Matteo G. Rossi, Dario Bovio, Caterina Salito, Luca T. Mainardi, Pietro Cerveri
2025 J jnl
Finger-to-Chest Style Transfer-assisted Deep Learning Method For Photoplethysmogram Waveform Restoration with Timing Preservation.
CoRR
Sara Maria Pagotto, Federico Tognoni, Matteo Rossi, Dario Bovio, Caterina Salito, Luca T. Mainardi, Pietro Cerveri
2025 J jnl
Generalist Models in Medical Image Segmentation: A Survey and Performance Comparison with Task-Specific Approaches.
CoRR
Andrea Moglia, Matteo Leccardi, Matteo Cavicchioli, Alice Maccarini, Marco Marcon, Luca T. Mainardi, Pietro Cerveri
2025 — conf
Lower-Limb Kinematics Changes During a 20 km Time Trial of Experienced Master Cyclists.
MetroInd4.0 & IoT
Ana Luiza de Castro Lopes, Bruno L. S. Bedo, Sergio Silvestri, Emiliano Schena, Umile Giuseppe Longo, Arianna Carnevale, Pietro Cerveri, Richard Diego Leite, Amanda Piaia Silvatti, Karine Jacon Sarro, Carlo Massaroni
2025 J jnl
Predicting vulnerable coronary arteries: A combined radiomics-biomechanics approach.
Comput. Methods Programs Biomed.
Anna Corti, Marco Stefanati, Matteo Leccardi, Ovidio De Filippo, Alessandro Depaoli, Pietro Cerveri, Francesco Migliavacca, Valentina D. A. Corino, José Felix Rodriguez Matas, Luca T. Mainardi, Gabriele Dubini
2024 — conf
Automatic Landmark Detection on Knee Bony Surfaces in PSI-Based Total Knee Arthroplasty Using AI-Enhanced Statistical Shape Models.
MetroXRAINE
Sara Maria Pagotto, Luca Marsilio, Luca T. Mainardi, Pietro Cerveri
2024 J jnl
Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint assessment in shoulder CT scans.
CoRR
Luca Marsilio, Davide Marzorati, Matteo Rossi, Andrea Moglia, Luca T. Mainardi, Alfonso Manzotti, Pietro Cerveri
2024 J jnl
Deep Learning for Pancreas Segmentation: a Systematic Review.
CoRR
Andrea Moglia, Matteo Cavicchioli, Luca T. Mainardi, Pietro Cerveri
2024 J jnl
Large language models in healthcare: from a systematic review on medical examinations to a comparative analysis on fundamentals of robotic surgery online test.
Artif. Intell. Rev.
Andrea Moglia, Konstantinos Georgiou, Pietro Cerveri, Luca T. Mainardi, Richard M. Satava, Alfred Cuschieri
2024 J jnl
Main challenges on the curation of large scale datasets for pancreas segmentation using deep learning in multi-phase CT scans: Focus on cardinality, manual refinement, and annotation quality.
Comput. Medical Imaging Graph.
Matteo Cavicchioli, Andrea Moglia, Ludovica Pierelli, Giacomo Pugliese, Pietro Cerveri
2024 J jnl
MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Classification and Detection.
CoRR
Andrea Moglia, Elia Clement Nastasio, Luca T. Mainardi, Pietro Cerveri
2024 J jnl
Optimized two-stage AI-based Neural Decoding for Enhanced Visual Stimulus Reconstruction from fMRI Data.
CoRR
Lorenzo Veronese, Andrea Moglia, Luca T. Mainardi, Pietro Cerveri
2024 J jnl
Validation of Step Detection and Distance Calculation Algorithms for Soccer Performance Monitoring.
Sensors
Gabriele Santicchi, Susanna Stillavato, Marco Deriu, Aldo Comi, Pietro Cerveri, Fabio Esposito, Matteo Zago
2023 — conf
Automatic Liver Vessels Segmentation Using ResDense UNet And An Appropriate Preprocessing Pipeline.
MetroXRAINE
Matteo Cavicchioli, Ludovica Pierelli, Giacomo Pugliese, Pietro Cerveri
2023 — conf
Deep Learning Coronary Artery Centerlines Mapping from Contrast-Enhanced CT Images of the Heart.
MetroXRAINE
Matteo Leccardi, Marco Brando Mario Paracchini, Luca T. Mainardi, Marco Marcon, Pietro Cerveri
2023 — conf
Merging Contour-and Region-Aware Branches in the UNet Decoder to Enhance Osseous Segmentation in Shoulder CT Scans.
MetroXRAINE
Luca Marsilio, Matteo Rossi, Alfonso Manzotti, Davide Marzorati, Pietro Cerveri
2023 J jnl
SLEEP-SEE-THROUGH: Explainable Deep Learning for Sleep Event Detection and Quantification From Wearable Somnography.
IEEE J. Biomed. Health Informatics
Matteo Rossi, Davide Sala, Dario Bovio, Caterina Salito, Giulia Alessandrelli, Carolina Lombardi, Luca T. Mainardi, Pietro Cerveri
2022 — conf
A CNN for COVID-19 Detection Using ECG signals.
CinC
Federico M. Muscato, Valentina D. A. Corino, Massimo Walter Rivolta, Pietro Cerveri, Antonio Sanzo, Alessandro Vicentini, Roberto Sassi, Luca T. Mainardi
2022 — conf
CEL-Unet: a novel CNN architecture for 3D Segmentation of Knee Bones affected by Severe Osteoarthritis for PSI-Based Surgical Planning.
EMBC
Luca Marsilio, Alberto Faglia, Matteo Rossi, Luca T. Mainardi, Alfonso Manzotti, Pietro Cerveri
2022 — conf
End-to-end Deep Learning and Sensor Fusion for Non-invasive BP Monitoring Using Multivariate Physiological Signals.
CinC
Pietro Cerveri, Mattia Sarti, Matteo Rossi, Giulia Alessandrelli, Carolina Lombardi, Luca T. Mainardi
2022 J jnl
Hybrid Convolutional Networks for End-to-End Event Detection in Concurrent PPG and PCG Signals Affected by Motion Artifacts.
IEEE Trans. Biomed. Eng.
Davide Marzorati, Andrea Dorizza, Dario Bovio, Caterina Salito, Luca T. Mainardi, Pietro Cerveri
2022 J jnl
Identification of Characteristic Points in Multivariate Physiological Signals by Sensor Fusion and Multi-Task Deep Networks.
Sensors
Matteo Rossi, Giulia Alessandrelli, Andra Dombrovschi, Dario Bovio, Caterina Salito, Luca T. Mainardi, Pietro Cerveri
2020 J jnl
A multi-metric registration strategy for the alignment of longitudinal brain images in pediatric oncology.
Medical Biol. Eng. Comput.
Eros Montin, Antonella Belfatto, Marco Bologna, Silvia Meroni, Claudia Cavatorta, Emilia Pecori, Barbara Diletto, Maura Massimino, Maria Chiara Oprandi, Geraldina Poggi, Filippo Arrigoni, Denis Peruzzo, Emanuele Pignoli, Lorenza Gandola, Pietro Cerveri, Luca T. Mainardi
2020 J jnl
Analysis of Upper-Limb and Trunk Kinematic Variability: Accuracy and Reliability of an RGB-D Sensor.
Multimodal Technol. Interact.
Alessandro Scano, Robert Mihai Mira, Pietro Cerveri, Lorenzo Molinari Tosatti, Marco Sacco
2020 J jnl
Chest Wearable Apparatus for Cuffless Continuous Blood Pressure Measurements Based on PPG and PCG Signals.
IEEE Access
Davide Marzorati, Dario Bovio, Caterina Salito, Luca T. Mainardi, Pietro Cerveri
2020 J jnl
Deep 3D Convolutional Networks to Segment Bones Affected by Severe Osteoarthritis in CT Scans for PSI-Based Knee Surgical Planning.
IEEE Access
Davide Marzorati, Mattia Sarti, Luca T. Mainardi, Alfonso Manzotti, Pietro Cerveri
2019 — conf
A Metal Oxide Gas Sensors Array for Lung Cancer Diagnosis Through Exhaled Breath Analysis.
EMBC
Davide Marzorati, Luca T. Mainardi, Giulia Sedda, Roberto Gasparri, Lorenzo Spaggiari, Pietro Cerveri
2019 — conf
Reducing the Number of Degrees of Freedom to Control an Eye Surgical Robot through Classification of Surgical Phases.
EMBC
Hadi Askari Poor, Mingchuan Zhou, Chris P. Lohmann, Pietro Cerveri, M. Ali Nasseri
2017 J jnl
A Novel Wearable Apparatus to Measure Fingertip Forces in Manipulation Tasks Based on MEMS Barometric Sensors.
IEEE Trans. Haptics
Pietro Cerveri, Mauro Quinzi, Dario Bovio, Carlo A. Frigo
2016 J jnl
Adaptive Mathematical Model of Tumor Response to Radiotherapy Based on CBCT Data.
IEEE J. Biomed. Health Informatics
Antonella Belfatto, Marco Riboldi, Delia Ciardo, Agnese Cecconi, Roberta Lazzari, Barbara Alicja Jereczek-Fossa, Roberto Orecchia, Guido Baroni, Pietro Cerveri
2016 J jnl
Modeling the Interplay Between Tumor Volume Regression and Oxygenation in Uterine Cervical Cancer During Radiotherapy Treatment.
IEEE J. Biomed. Health Informatics
Antonella Belfatto, Marco Riboldi, Delia Ciardo, Federica Cattani, Agnese Cecconi, Roberta Lazzari, Barbara Alicja Jereczek-Fossa, Roberto Orecchia, Guido Baroni, Pietro Cerveri
2015 — conf
Mathematical modeling of tumor response to radiation: radio-sensitivity correlation with BOLD, TOLD, ΔR1 and ΔR2* investigated in large Dunning R3327-AT1 rat prostate tumors.
EMBC
Antonella Belfatto, Derek A. White, Zhongwei Zhang, Zhang Zhang, Pietro Cerveri, Guido Baroni, Ralph P. Mason
2014 J jnl
Automating the design of resection guides specific to patient anatomy in knee replacement surgery by enhanced 3D curvature and surface modeling of distal femur shape models.
Comput. Medical Imaging Graph.
Pietro Cerveri, Alfonso Manzotti, Norberto Confalonieri, Guido Baroni
2014 J jnl
Local Shape Similarity and Mean-Shift Curvature for Deformable Surface Mapping of Anatomical Structures.
IEEE Trans. Biomed. Eng.
Pietro Cerveri, Alfonso Manzotti, Angelo Vanzulli, Guido Baroni
2014 — conf
Modeling cervix cancer growth and response to radiation therapy: A validation study using patient volumetric tumor data.
BHI
Antonella Belfatto, Marc Garbey, Marco Riboldi, Delia Ciardo, Agnese Cecconi, Roberta Lazzari, Barbara Alicja Jereczek, Roberto Orecchia, Guido Baroni, Pietro Cerveri
2013 J jnl
Mechatronic Design of a Fully Integrated Camera for Mini-Invasive Surgery.
IEEE Trans. Biomed. Eng.
C. C. Zazzarini, P. Patete, Guido Baroni, Pietro Cerveri
2009 — conf
ROBOt and sensors integration for computer assisted surgery and therapy (ICT-2007-215190-ROBOCAST).
ICAR
Elena De Momi, Pietro Cerveri, Giancarlo Ferrigno
2008 J jnl
Robotic alignment of femoral cutting mask during total knee arthroplasty.
Int. J. Comput. Assist. Radiol. Surg.
Elena De Momi, Pietro Cerveri, Emiliano Gambaretto, M. Marchente, O. Effretti, S. Barbariga, G. Gini, Giancarlo Ferrigno
2005 J jnl
CT - 3D rotational angiography automatic registration: A sensitivity analysis.
Medical Biol. Eng. Comput.
Joseph Stancanello, Carlo Cavedon, Paolo Francescon, Pietro Cerveri, Giancarlo Ferrigno, Frederico Causin, Frederico Colombo
2003 J jnl
GAAS: Gene Array Analyzer Software for management, analysis and visualization of gene expression data.
Bioinform.
Marco Masseroli, Pietro Cerveri, Pier Giuseppe Pelicci, Myriam Alcalay
2002 Misc conf
A Database-based Application for Management and Statistical Analysis of High-throughput Gene Expression Data.
AMIA
Marco Masseroli, Pietro Cerveri, Pier Giuseppe Pelicci, Myriam Alcalay
2001 J jnl
Combined evolution strategies for dynamic calibration of video-based measurement systems.
IEEE Trans. Evol. Comput.
Pietro Cerveri, Antonio Pedotti, N. Alberto Borghese
2001 J jnl
Modeling and driving a reduced human mannequin through motion captured data: a neural network approach.
IEEE Trans. Syst. Man Cybern. Part A
Camilla Rigotti, Pietro Cerveri, Gaetano Andreoni, Antonio Pedotti, Giancarlo Ferrigno
2001 J jnl
Symbolic Representation of Anatomical Knowledge: Concept Classification and Development Strategies.
J. Biomed. Informatics
Pietro Cerveri, Francesco Pinciroli
2000 J jnl
Calibrating a video camera pair with a rigid bar.
Pattern Recognit.
N. Alberto Borghese, Pietro Cerveri
2000 — conf
Java Interface to Human Anatomy Knowledge.
EUROMICRO
Pietro Cerveri, Marco Masseroli, Francesco Pinciroli
2000 Misc conf
Java Technology and BioImages: Towards Remote High Quality Medical Imaging.
AMIA
Marco Masseroli, Pietro Cerveri, Francesco Pinciroli
2000 Misc conf
Remote access to anatomical information: an integration between semantic knowledge and visual data.
AMIA
Pietro Cerveri, Marco Masseroli, Francesco Pinciroli
2000 Misc conf
Software Agents and Java Technology for Cardiology Data Retrieval and Visualization.
AMIA
Marco Masseroli, Pietro Cerveri, Francesco Pinciroli