Leandro Pecchia

63 papers C 2Journal 42Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multimodal Deep Learning Architecture for Estimating Quality of Life for Advanced Cancer Patients Based on Wearable Devices and Patient-Reported Outcome Measures.
IEEE J. Biomed. Health Informatics
Muhammad Salman Haleem, Vassilios Aidonis, Eleni I. Georga, Maria Krini, Maria Matsangidou, Angelos P. Kassianos, Constantinos S. Pattichis, Miguel Rujas, Laura Lopez-Perez, Giuseppe Fico, Leandro Pecchia, Dimitrios I. Fotiadis, Gatekeeper Consortium
2026 J jnl
A Secure and Interoperable Big Data Platform for AI-Driven Healthcare Solutions: Insights From the GATEKEEPER Project.
IEEE Access
Christian Temporale, Edmondo De Salvo, Eugenio Gaeta, Miguel Rujas, Laura Lopez-Perez, Muhammad Salman Haleem, Vassilios Aidonis, Eleni I. Georga, Dimitrios I. Fotiadis, Leandro Pecchia, Giuseppe Fico
2026 J jnl
Automatic Cardiac Risk Management Classification using large-context Electronic Patients Health Records.
CoRR
Jacopo Vitale, David Della Morte, Luca Bacco, Mario Merone, Mark C. H. de Groot, Saskia Haitjema, Leandro Pecchia, Bram van Es
2026 J jnl
Design and Performance Evaluation of a Modular Mobile Robot for Autonomous Hospital Logistics.
IEEE Trans Autom. Sci. Eng.
Neri Niccolò Dei, Simona Gandah, Giorgia Spreafico, Andrea Firrincieli, Raquel Juliá Ros, Víctor Solaz Estevan, Ángel Soriano, Francesco Scotto di Luzio, Nevio Luigi Tagliamonte, Lampis Papakostas, Michalis Karamousadakis, Alejandro Martín Medrano Gil, Javier del Río-Martín, Vasileios Lolis, Konstantinos Votis, Ma Pilar Sala Soriano, Jordi Rovira Simón, Przemyslaw Kardas, Pawel Lewek, Dariusz Timler, Laura Llorente Sanz, Jorge Nieto De Vicente-Arche, Saskia Haitjema, Imo Hoefer, Sergio Guillen, German Gutierrez, Leandro Pecchia, Loredana Zollo, Giuseppe Fico, Marcello Chiurazzi, Gastone Ciuti
2026 J jnl
FedROS-RandNN: A lightweight online Federated Learning framework for glycemic forecasting using Randomized Neural Networks.
Biomed. Signal Process. Control.
Alberto Maria Di Giacinto, Lorenzo Petrosino, Federico D'Antoni, Alessandro Marchetti, Luca Vollero, Leandro Pecchia, Mario Merone
2025 — conf
A Framework for Estimating Shoulder Joint Angle Using Thermal Videos.
BATS
Martina Sassi, Arianna Carnevale, Emiliano Schena, Giuseppe Fico, Umile Giuseppe Longo, Leandro Pecchia
2025 — conf
A Novel Real-World Dataset of Italian Clinical Notes for NLP-based Decision Support in Low Back Pain Treatment.
CLiC-it
Agnese Bonfigli, Ruben Piperno, Luca Bacco, Felice Dell'Orletta, Dominique Brunato, Filippo Crispino, Giuseppe Francesco Papalia, Fabrizio Russo, Gianluca Vadalà, Rocco Papalia, Mario Merone, Leandro Pecchia
2025 J jnl
Adopting machine learning to predict breast cancer patients adherence with lifestyle recommendations and quality of life outcomes.
Frontiers Digit. Health
Anna Crispo, Maria Elisabetta Pagnano, Agnese Bonfigli, Leandro Pecchia, Assunta Luongo, Giuseppe Porciello, Sergio Coluccia, Melania Prete, Luca Bacco, Sara Vitale, Elvira Palumbo, Paolo Giaccone, Rosa Pica, Maria Grimaldi, Marco Cascella, Ernesta Cavalcanti, Anita Minopoli, Michelino De Laurentiis, Massimo Libra, Jerry Polesel, Samuele Massarut, Egidio Celentano, Livia S. A. Augustin
2025 — conf
Artificial Intelligence for Non-Invasive Glucose Monitoring: ECG-Based Glycaemia Estimation in Type 1 Diabetes.
MetroInd4.0 & IoT
Claudia Ferraro, Federico D'Antoni, Lorenzo Petrosino, Filippo Crispino, Mario Merone, Leandro Pecchia
2025 J jnl
Cross-lingual distillation for domain knowledge transfer with sentence transformers.
Knowl. Based Syst.
Ruben Piperno, Luca Bacco, Felice Dell'Orletta, Mario Merone, Leandro Pecchia
2025 — conf
Doctor, Is That You? Evaluating Large Language Models on Italy's Medical School Entrance Exams.
CLiC-it
Ruben Piperno, Agnese Bonfigli, Felice Dell'Orletta, Leandro Pecchia, Mario Merone, Luca Bacco
2025 J jnl
Efficient multi-task learning with instance selection for biomedical NLP.
Comput. Biol. Medicine
Agnese Bonfigli, Luca Bacco, Leandro Pecchia, Mario Merone, Felice Dell'Orletta
2025 J jnl
GATEKEEPER Platform: Secure Processing Environment for European Health Data Space.
IEEE Access
Eugenio Gaeta, Muhammad Salman Haleem, Laura Lopez-Perez, Mirko Manea, María Fernanda Cabrera-Umpiérrez, María Teresa Arredondo Waldmeyer, Leandro Pecchia, Giuseppe Fico
2025 — conf
Knowledge Graph Construction for Health, Lifestyle and Fitness Applications.
ESWC (2)
Carlo Allocca, Alessio Antonini, Riccardo Pala, Angelo A. Salatino, Iman Naja, Rohit Ail, Muhammad Salman Haleem, Laura Lopez-Perez, Eugenio Gaeta, Leandro Pecchia, Giuseppe Fico
2025 J jnl
Rehabilitation robotics and allied digital technologies: opportunities, barriers and solutions for improving their clinical implementation. A position paper from the Fit for Medical Robotics Initiative.
Frontiers Robotics AI
Irene Aprile, Silvana Quaglini, Giuseppe Turchetti, Leandro Pecchia, Giovanni Comandè, Furio Gramatica, Emanuele Gruppioni, Giuseppina Sgandurra, Christian Cipriani
2024 J jnl
A Self-Attention Deep Neural Network Regressor for real time blood glucose estimation in paediatric population using physiological signals.
Biomed. Signal Process. Control.
Muhammad Salman Haleem, Owain Cisuelo, Martina Andellini, Rossana Castaldo, Massimiliano Angelini, Matteo Ritrovato, Riccardo Schiaffini, Monica Franzese, Leandro Pecchia
2024 J jnl
A smartphone-based tool for screening diabetic neuropathies: A mHealth and 3D printing approach.
Biomed. Signal Process. Control.
Davide Piaggio, Rossana Castaldo, Gianluca Garibizzo, Ernesto Iadanza, Leandro Pecchia
2024 J jnl
Advanced Home-Based Shoulder Rehabilitation: A Systematic Review of Remote Monitoring Devices and Their Therapeutic Efficacy.
Sensors
Martina Sassi, Mariajose Villa Corta, Matteo Giuseppe Pisani, Guido Nicodemi, Emiliano Schena, Leandro Pecchia, Umile Giuseppe Longo
2024 J jnl
Evaluating impact of movement on diabetes via artificial intelligence and smart devices systematic literature review.
Expert Syst. Appl.
Sayna Rotbei, Wei Hsuan Tseng, Beatriz Merino-Barbancho, Muhammad Salman Haleem, Luis Montesinos, Leandro Pecchia, Giuseppe Fico, Alessio Botta
2024 — conf
Frequency and Uncertainty Driven Deep Learning Approach to Segment Electrocardiogram Signals for Effective Heart Parameters Estimation.
BHI
Sayna Rotbei, Gennaro Esposito Mocerino, Muhammad Salman Haleem, Leandro Pecchia, Alessio Botta
2024 — conf
Frugal Engineering - The Tide That Lifts All Boats.
IHTC
Dan Clark, Davide Piaggio, Nahimiya Husen Ibrahim, Lemlem Degafu Abate, Leandro Pecchia
2024 J jnl
Statistical and machine learning methods for cancer research and clinical practice: A systematic review.
Biomed. Signal Process. Control.
Laura Lopez-Perez, Eleni I. Georga, Carlo Conti, Victor Vicente, Rebeca García, Leandro Pecchia, Dimitrios I. Fotiadis, Lisa Licitra, María Fernanda Cabrera, María Teresa Arredondo, Giuseppe Fico
2024 J jnl
Towards a common European ethical and legal framework for conducting clinical research: the GATEKEEPER experience.
npj Digit. Medicine
Alessia Maccaro, Vasiliki Tsiompanidou, Davide Piaggio, Alba M. Gallego Monteja, Gloria Cea Sáncez, Jordi de Batlle, Adrian Quesada Rodriguez, Giuseppe Fico, Leandro Pecchia
2023 J jnl
Semantic Ontologies for Complex Healthcare Structures: A Scoping Review.
IEEE Access
Alessio Luschi, Camilla Petraccone, Giuseppe Fico, Leandro Pecchia, Ernesto Iadanza
2022 C conf
A Deep Learning Based ECG Segmentation Tool for Detection of ECG Beat Parameters.
ISCC
Muhammad Salman Haleem, Leandro Pecchia
2022 J jnl
Personalized Training via Serious Game to Improve Daily Living Skills in Pediatric Patients With Autism Spectrum Disorder.
IEEE J. Biomed. Health Informatics
Ersilia Vallefuoco, Carmela Bravaccio, Giovanna Gison, Leandro Pecchia, Alessandro Pepino
2022 J jnl
The use of artificial intelligence systems in diagnosis of pneumonia via signs and symptoms: A systematic review.
Biomed. Signal Process. Control.
Katy Stokes, Rossana Castaldo, Carlo Federici, Silvio Marcello Pagliara, Alessia Maccaro, Francesco Cappuccio, Giuseppe Fico, Marco Salvatore, Monica Franzese, Leandro Pecchia
2021 J jnl
A review of machine learning in hypertension detection and blood pressure estimation based on clinical and physiological data.
Biomed. Signal Process. Control.
Erick Axel Martinez-Ríos, Luis Montesinos, Mariel Alfaro-Ponce, Leandro Pecchia
2021 — conf
A vest for treating jaundice in low-resource settings.
MetroInd4.0&IoT
Davide Piaggio, Martina Andellini, Mahir Taher, Leandro Pecchia
2021 J jnl
Case Studies on the Use of Sentiment Analysis to Assess the Effectiveness and Safety of Health Technologies: A Scoping Review.
IEEE Access
Julie Polisena, Martina Andellini, Piergiorgio Salerno, Simone Borsci, Leandro Pecchia, Ernesto Iadanza
2021 J jnl
Detection of melatonin-onset in real settings via wearable sensors and artificial intelligence. A pilot study.
Biomed. Signal Process. Control.
Rossana Castaldo, Michael J. Chappell, H. Byrne, P. F. Innominato, S. Hughes, Antonio Pescapè, Leandro Pecchia
2021 J jnl
Guest Editorial Enabling Technologies for Next Generation Telehealthcare.
IEEE J. Biomed. Health Informatics
Antonio Celesti, Ivanoe De Falco, Leandro Pecchia, Giovanna Sannino
2021 — conf
Human Computer Interaction Challenges in Designing Pandemic Trace Application for the Effective Knowledge Transfer Between Science and Society Inside the Quadruple Helix Collaboration.
HCI (2)
Alba M. Gallego Monteja, Eugenio Gaeta, Anni Karinsalo, Ville Ollikainen, Pekka Koskela, Lutz Peschke, Frans Folkvord, Eleni Kaldoudi, Timo Jämsä, Francisco Lupiáñez-Villanueva, Leandro Pecchia, Giuseppe Fico
2021 J jnl
Time adaptive ECG driven cardiovascular disease detector.
Biomed. Signal Process. Control.
Muhammad Salman Haleem, Rossana Castaldo, Silvio Marcello Pagliara, Mario Petretta, Marco Salvatore, Monica Franzese, Leandro Pecchia
2020 J jnl
A convolutional neural network approach to detect congestive heart failure.
Biomed. Signal Process. Control.
Mihaela Porumb, Ernesto Iadanza, Sebastiano Massaro, Leandro Pecchia
2020 J jnl
Automatic Detection of Genetic Diseases in Pediatric Age Using Pupillometry.
IEEE Access
Ernesto Iadanza, Francesco Goretti, Michele Sorelli, Paolo Melillo, Leandro Pecchia, Francesca Simonelli, Monica Gherardelli
2020 J jnl
Frontiers in hemodialysis part II: Toward personalized and optimized therapy.
Biomed. Signal Process. Control.
Stefano Maranò, Marco Marano, Leandro Pecchia
2020 J jnl
Nocturnal low glucose detection in healthy elderly from one-lead ECG using convolutional denoising autoencoders.
Biomed. Signal Process. Control.
Mihaela Porumb, Corbin Griffen, John Hattersley, Leandro Pecchia
2019 J jnl
Evidence-based clinical engineering: Machine learning algorithms for prediction of defibrillator performance.
Biomed. Signal Process. Control.
Almir Badnjevic, Lejla Gurbeta, Mehrija Hasicic, Lejla Bandic, Zerina Masetic, Zivorad Kovacevic, Jasmin Kevric, Leandro Pecchia
2019 J jnl
Ultra-short term HRV features as surrogates of short term HRV: a case study on mental stress detection in real life.
BMC Medical Informatics Decis. Mak.
Rossana Castaldo, Luis Montesinos, Paolo Melillo, Christopher J. James, Leandro Pecchia
2018 — conf
National Integrated Network for Remote Monitoring Of Patients in Benin.
IREHI
Daton Medenou, Mêtowanou H. Ahouandjinou, Leandro Pecchia, Thierry R. Jossou, Roland C. Houessouvo, Davide Piaggio
2017 J jnl
Fall Prediction in Hypertensive Patients via Short-Term HRV Analysis.
IEEE J. Biomed. Health Informatics
Rossana Castaldo, Paolo Melillo, Raffaele Izzo, Nicola De Luca, Leandro Pecchia
2016 — conf
Detection of mental stress due to oral academic examination via ultra-short-term HRV analysis.
EMBC
Rossana Castaldo, William Xu, Paolo Melillo, Leandro Pecchia, Lorena Santamaría, Christopher J. James
2015 J jnl
A pilot study for development of a novel tool for clinical decision making to identify fallers among ophthalmic patients.
BMC Medical Informatics Decis. Mak.
Paolo Melillo, Ada Orrico, M. Attanasio, S. Rossi, Leandro Pecchia, F. Chirico, Francesco Testa, Francesca Simonelli
2015 J jnl
Acute mental stress assessment via short term HRV analysis in healthy adults: A systematic review with meta-analysis.
Biomed. Signal Process. Control.
Rossana Castaldo, Paolo Melillo, Marcello Bracale, M. Caserta, Maria Triassi, Leandro Pecchia
2015 J jnl
Analytic Hierarchy Process to Define the Most Important Factors and Related Technologies for Empowering Elderly People in Taking an Active Role in their Health.
J. Medical Syst.
Giuseppe Fico, Eugenio Gaeta, María Teresa Arredondo, Leandro Pecchia
2015 J jnl
Blood Pressure Drop Prediction by using HRV Measurements in Orthostatic Hypotension.
J. Medical Syst.
Giovanna Sannino, Paolo Melillo, Saverio Stranges, Giuseppe De Pietro, Leandro Pecchia
2015 J jnl
Cloud-Based Smart Health Monitoring System for Automatic Cardiovascular and Fall Risk Assessment in Hypertensive Patients.
J. Medical Syst.
Paolo Melillo, Ada Orrico, Paolo Scala, Filippo Crispino, Leandro Pecchia
2015 J jnl
Short term Heart Rate Variability to predict blood pressure drops due to standing: a pilot study.
BMC Medical Informatics Decis. Mak.
Giovanna Sannino, Paolo Melillo, Saverio Stranges, Giuseppe De Pietro, Leandro Pecchia
2015 — conf
Wearable technology and ECG processing for fall risk assessment, prevention and detection.
EMBC
Paolo Melillo, Rossana Castaldo, Giovanna Sannino, Ada Orrico, Giuseppe De Pietro, Leandro Pecchia
2014 — conf
A Preliminary Model to Choose the Most Appropriate Target Population for Home Monitoring Telemedicine Interventions Basing on the Best Available Evidence.
IWAAL
Paolo Melillo, Leandro Pecchia
2014 — ed.
Ambient Assisted Living and Daily Activities - 6th International Work-Conference, IWAAL 2014, Belfast, UK, December 2-5, 2014. Proceedings
IWAAL
Leandro Pecchia, Liming Luke Chen, Chris D. Nugent, José Bravo
2014 — conf
Cloud-Based Remote Processing and Data-Mining Platform for Automatic Risk Assessment in Hypertensive Patients.
IWAAL
Paolo Melillo, Paolo Scala, Filippo Crispino, Leandro Pecchia
2014 — conf
To What Extent It Is Possible to Predict Falls due to Standing Hypotension by Using HRV and Wearable Devices? Study Design and Preliminary Results from a Proof-of-Concept Study.
IWAAL
Giovanna Sannino, Paolo Melillo, Giuseppe De Pietro, Saverio Stranges, Leandro Pecchia
2013 C conf
Application of Analytic Hierarchy Process for User Needs Elicitation: A Preliminary Study on a Device for Auto-injection of Epinephrine.
HIS
Leandro Pecchia, Jennifer L. Martin, Arthur G. Money, Julie Barnett
2013 J jnl
Classification Tree for Risk Assessment in Patients Suffering From Congestive Heart Failure via Long-Term Heart Rate Variability.
IEEE J. Biomed. Health Informatics
Paolo Melillo, Nicola De Luca, Marcello Bracale, Leandro Pecchia
2013 — conf
Interactive Management Control Via Analytic Hierarchy Process (AHP). an Empirical Study in a Public University Hospital.
MIM
Leandro Pecchia
2013 J jnl
User needs elicitation via analytic hierarchy process (AHP). A case study on a Computed Tomography (CT) scanner.
BMC Medical Informatics Decis. Mak.
Leandro Pecchia, Jennifer L. Martin, Angela Ragozzino, Carmela Vanzanella, Arturo Scognamiglio, Luciano Mirarchi, Stephen P. Morgan
2012 — conf
Heart rate variability and renal organ damage in hypertensive patients.
EMBC
Paolo Melillo, Raffaele Izzo, Nicola De Luca, Leandro Pecchia
2011 J jnl
Discrimination Power of Short-Term Heart Rate Variability Measures for CHF Assessment.
IEEE Trans. Inf. Technol. Biomed.
Leandro Pecchia, Paolo Melillo, Mario Sansone, Marcello Bracale
2011 J jnl
Discrimination power of long-term heart rate variability measures for chronic heart failure detection.
Medical Biol. Eng. Comput.
Paolo Melillo, Roberta Fusco, Mario Sansone, Marcello Bracale, Leandro Pecchia
2011 — conf
Promoting harmonization of BME education in Europe: The CRH-BME Tempus project.
EMBC
Nicolas Pallikarakis, Zhivko Bliznakov, Damijan Miklavcic, Tomaz Jarm, Ratko Magjarevic, Igor Lackovic, Leandro Pecchia, Rita Stagni, Akos Jobaggy, Joseph Barbenel
2011 J jnl
Remote Health Monitoring of Heart Failure With Data Mining via CART Method on HRV Features.
IEEE Trans. Biomed. Eng.
Leandro Pecchia, Paolo Melillo, Marcello Bracale