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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 GroupIBIO-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 2026
No product yet registered in the year 2026


List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
AI-Based Quantification of Volatile Organic Compounds in Gas Mixtures Exploiting Temperature Modulation of MOS Sensor Array (Show >>)
Cascade learning in multi-task encoder–decoder networks for concurrent bone segmentation and glenohumeral joint clinical assessment in shoulder CT scans (Show >>)
Context-Aware Dual-Task Deep Network for Concurrent Bone Segmentation and Clinical Assessment to Enhance Shoulder Arthroplasty Preoperative planning (Show >>)
Electrochemical aptamer-based sensor for single-step quantification of glycated albumin in point-of-care diabetes and pre-diabetes management (Show >>)
Eyewear-Based ECG Recording: A Novel Head-Electrode Approach for Reliable Cardiac Signal Acquisition (Show >>)
Finger-to-Chest Style Transfer-Assisted Deep Learning Method for Photoplethysmogram Waveform Restoration With Timing Preservation (Show >>)
Gaseous Ammonia Sensing from Liquids via a Portable Chemosensor with Signal Correction for Humidity (Show >>)
Optimized AI-based neural decoding from BOLD fMRI signal for analyzing visual and semantic ROIs in the human visual system (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
Patents
HEAD-MOUNTABLE DEVICE AND ECG DETECTION SYSTEM FOR DETECTING AN ELECTROCARDIOGRAM SIGNAL COMPRISING SAID HEAD-MOUNTABLE DEVICE (Show >>)
Kit for the determination of gluten contamination in a compound to be analysed (Show >>)
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 >>)
manifesti v. 3.13.7 / 3.13.7
Area Servizi ICT
10/03/2026