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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerCerveri Pietro
QualificationDocente ex art. 6 - comma 11 l. 240/2010 full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorIBIO-01/A - Bioengineering
Curriculum VitaeDownload CV (196.25Kb - 24/09/2013)
OrcIDhttps://orcid.org/0000-0003-3995-8673

Contacts
Office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Bioingegneria------MondayFrom 14:00
To 15:00
0223993352------
E-mailpietro.cerveri@polimi.it
Personal website---

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Context-Aware Dual-Task Deep Network for Concurrent Bone Segmentation and Clinical Assessment to Enhance Shoulder Arthroplasty Preoperative planning (Show >>)
Eyewear-Based ECG Recording: A Novel Head-Electrode Approach for Reliable Cardiac Signal Acquisition (Show >>)
Predicting vulnerable coronary arteries: A combined radiomics-biomechanics approach (Show >>)


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Predicting High-Risk Patients: A Biomechanical-Based Machine Learning Approach for Coronary Vulnerable Plaques Detection (Show >>)
Proof-of-Concept Development of a Point-of-Care Direct Quantification of Glycated Albumin Using a Dual Electrochemical Method Approach (Show >>)
Style Transfer–Assisted Deep Learning Method for Photoplethysmogram Denoising (Show >>)
Journal Articles
Feasibility of proton dosimetry overriding planning CT with daily CBCT elaborated through generative artificial intelligence tools (Show >>)
Large language models in healthcare: from a systematic review on medical examinations to a comparative analysis on fundamentals of robotic surgery online test (Show >>)
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 (Show >>)
Mixed Reality and Artificial Intelligence: a Holistic Approach to Multimodal Visualization and Extended Interaction in Knee Osteotomy (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Patents
Gluten-Sens: biosensore per la determinazione delle contaminazioni da glutine (Show >>)
Conference proceedings
Deep Learning Coronary Artery Centerlines Mapping from Contrast-Enhanced CT Images of the Heart (Show >>)
Journal Articles
A new system for in-room image guidance in particle therapy at CNAO (Show >>)
Combined Edge Loss UNet for Optimized Segmentation in Total Knee Arthroplasty Preoperative Planning (Show >>)
Preoperative infection risk assessment in hip arthroplasty a matched-pair study of the reliability of 3 validated risk scales (Show >>)
SLEEP-SEE-THROUGH: Explainable Deep Learning for Sleep Event Detection and Quantification From Wearable Somnography (Show >>)
Temperature Modulation of MOS Sensors for Enhanced Detection of Volatile Organic Compounds (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A CNN for Covid Detection Using ECG signals (Show >>)
CEL-Unet: a novel CNN architecture for 3D Segmentation of Knee Bones affected by Severe Osteoarthritis for PSI-Based Surgical Planning (Show >>)
End-to-end deep learning and sensor fusion for non-invasive BP monitoring using multivariate physiological signals (Show >>)
Journal Articles
Analytical Challenges in Diabetes Management: Towards Glycated Albumin Point-of-Care Detection (Show >>)
CEL-Unet: Distance Weighted Maps and Multi-Scale Pyramidal Edge Extraction for Accurate Osteoarthritic Bone Segmentation in CT Scans (Show >>)
Deep Learning for Automated Analysis of Cellular and Extracellular Components of the Foreign Body Response in Multiphoton Microscopy Images (Show >>)
Hybrid Convolutional Networks for End-to-End Event Detection in Concurrent PPG and PCG Signals Affected by Motion Artifacts (Show >>)
Identification of Characteristic Points in Multivariate Physiological Signals by Sensor Fusion and Multi-Task Deep Networks (Show >>)
Septic arthritis following joint injections: a 17 years retrospective study in an Academic General Hospital (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Comparison of supervised and unsupervised approaches for the generation of synthetic ct from cone-beam ct (Show >>)
Femoral Neck Fractures in HIV-Positive Patients: Analysis of 10 Years Short-Term Post-operative Complications (Show >>)
Image-based shading correction for narrow-FOV truncated pelvic CBCT with deep convolutional neural networks and transfer learning (Show >>)
Is age rating enough to investigate changes in breathing motion pattern associated with aging of physically active women? (Show >>)
MOS Sensors Array for the Discrimination of Lung Cancer and At-Risk Subjects With Exhaled Breath Analysis (Show >>)
manifesti v. 3.9.3 / 3.9.3
Area Servizi ICT
26/04/2025