Alessia Paglialonga

According to our database, Alessia Paglialonga authored at least 45 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multiclass Counterfactual Explanations Using Support Vector Data Description.

Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga, Maurizio Mongelli

IEEE Trans. Artif. Intell., June, 2024

Advancements on IoT and AI applied to Pneumology.

Enrico Cambiaso, Sara Narteni, Ilaria Baiardini, Fulvio Braido, Alessia Paglialonga, Maurizio Mongelli

Microprocess. Microsystems, 2024

A novel mathematical model for predicting the benefits of physical activity on type 2 diabetes progression.

Pierluigi Francesco De Paola, Alessandro Borri, Fabrizio Dabbene, Karim Keshavjee, Pasquale Palumbo, Alessia Paglialonga

CoRR, 2024

Federated Learning for Rule-Based Systems: Preliminary Studies.

Ahmad Samandari, Mario Marchese, Alessia Paglialonga, Fabio Patrone, Vittorio Rampa, Maurizio Mongelli

Proceedings of the 8th IEEE Forum on Research and Technologies for Society and Industry Innovation, 2024

Exploring Prediabetes Pathways Using Explainable AI on Data from Electronic Medical Records.

Davide Console, Marta Lenatti, Karim Keshavjee, Aziz Guergachi, Maurizio Mongelli, Alessia Paglialonga

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Polynomial approximation of regions of attraction via occupation measures: an application to a biological autonomous system.

Pierluigi Francesco De Paola, Alessandro Borri, Alessia Paglialonga, Pasquale Palumbo, Fabrizio Dabbene

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models.

Marta Lenatti, Alessia Paglialonga, Vanessa Orani, Melissa Ferretti, Maurizio Mongelli

IEEE J. Biomed. Health Informatics, August, 2023

Applying Patient Segmentation Using Primary Care Electronic Medical Records to Develop a Virtual Peer-to-Peer Intervention for Patients with Type 2 Diabetes.

Alessia Paglialonga, Rebecca Theal, Bruce Knox, Robert Kyba, David Barber, Aziz Guergachi, Karim Keshavjee

Future Internet, April, 2023

Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation.

Marta Lenatti, Sara Narteni, Alessia Paglialonga, Vittorio Rampa, Maurizio Mongelli

Sensors, March, 2023

Characterization of Inclination Analysis for Predicting Onset of Heart Failure from Primary Care Electronic Medical Records.

Federica Guida, Marta Lenatti, Karim Keshavjee, Alireza Khatami, Aziz Guergachi, Alessia Paglialonga

Sensors, 2023

The Long-Term Effects of Physical Activity on Blood Glucose Regulation: A Model to Unravel Diabetes Progression.

Pierluigi Francesco De Paola, Alessia Paglialonga, Pasquale Palumbo, Karim Keshavjee, Fabrizio Dabbene, Alessandro Borri

IEEE Control. Syst. Lett., 2023

Exploring Emotional Responses in Virtual Reality Through Skin Conductance Signal.

Edoardo Maria Polo, Alberto Valdes Rey, Maximiliano Mollura, Alessia Paglialonga, Riccardo Barbieri

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Multi-Input Multi-Output Dynamic Modelling of Type 2 Diabetes Progression.

Davide Simeone, Marta Lenatti, Constantino Lagoa, Karim Keshavjee, Aziz Guergachi, Fabrizio Dabbene, Alessia Paglialonga

Proceedings of the Telehealth Ecosystems in Practice, 2023

A Screening Platform for Hearing Loss and Cognitive Decline: WHISPER (Widespread Hearing Impairment Screening and PrEvention of Risk).

Alessia Paglialonga, Edoardo Maria Polo, Marta Lenatti, Maximiliano Mollura, Riccardo Barbieri

Proceedings of the Telehealth Ecosystems in Practice, 2023

2022

A Novel Approach for Segment-Length Selection Based on Stationarity to Perform Effective Connectivity Analysis Applied to Resting-State EEG Signals.

Leonardo Góngora, Alessia Paglialonga, Alfonso Mastropietro, Giovanna Rizzo, Riccardo Barbieri

Sensors, 2022

Counterfactual Building and Evaluation via eXplainable Support Vector Data Description.

Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga, Maurizio Mongelli

IEEE Access, 2022

Improving Shared Decision-Making Using Cognitive Effort-Optimization.

Armin Darvishzadeh Sayadi, Karim Keshavjee, Helen Monkman, Aziz Guergachi, Alessia Paglialonga

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Behavioral Segmentation for Enhanced Peer-to-Peer Patient Education.

Alessia Paglialonga, Rebecca Theal, David Barber, Robert Kyba, Aziz Guergachi, Karim Keshavjee

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AI.

Marta Lenatti, Alberto Carlevaro, Karim Keshavjee, Aziz Guergachi, Alessia Paglialonga, Maurizio Mongelli

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Design for a Virtual Peer-to-Peer Knowledge to Action Platform for Type 2 Diabetes.

Elham Golkhandan, Alessia Paglialonga, Aziz Guergachi, Marie-Thérèse Lussier, Claude Richard, Laurette Dubé, Ian Zenlea, Robert Kyba, Manmohan Mittal, Warren "Smokey" Thomas, Karim Keshavjee

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Multivariate Classification of Mild and Moderate Hearing Loss Using a Speech-in-Noise Test for Hearing Screening at a Distance.

Edoardo Maria Polo, Maximiliano Mollura, Riccardo Barbieri, Alessia Paglialonga

Proceedings of the IoT Technologies for HealthCare - 9th EAI International Conference, 2022

Analysis of the skin conductance and pupil signals for evaluation of emotional elicitation by images and sounds.

Edoardo Maria Polo, Andrea Farabbi, Maximiliano Mollura, Riccardo Barbieri, Alessia Paglialonga, Luca T. Mainardi

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Listening Effort: Cardiovascular Investigation Through the Point Process.

Edoardo Maria Polo, Maximiliano Mollura, Alessia Paglialonga, Riccardo Barbieri

Proceedings of the Computing in Cardiology, 2022

2021

Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics.

Marco Zanet, Edoardo Maria Polo, Marta Lenatti, Toon van Waterschoot, Maurizio Mongelli, Riccardo Barbieri, Alessia Paglialonga

IEEE J. Biomed. Health Informatics, 2021

A Generative Adversarial Network (GAN) Technique for Internet of Medical Things Data.

Ivan Vaccari, Vanessa Orani, Alessia Paglialonga, Enrico Cambiaso, Maurizio Mongelli

Sensors, 2021

Automated classification of cancer morphology from Italian pathology reports using Natural Language Processing techniques: A rule-based approach.

Linda Hammami, Alessia Paglialonga, Giancarlo Pruneri, Michele Torresani, Milena Sant, Carlo Bono, Enrico Gianluca Caiani, Paolo Baili

J. Biomed. Informatics, 2021

Emotion recognition from multimodal physiological measurements based on an interpretable feature selection method.

Edoardo Maria Polo, Maximiliano Mollura, Marta Lenatti, Marco Zanet, Alessia Paglialonga, Riccardo Barbieri

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Assessing Cardiac Electro-Mechanical Deconditioning During Bed Rest Using Smartphone's Inertial Sensors.

Sarah Solbiati, Alessia Paglialonga, Lorenzo Costantini, Bostjan Simunic, Rado Pisot, Marco Narici, Enrico G. Caiani

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Analysis of the Effect of Emotion Elicitation on the Cardiovascular System.

Edoardo Maria Polo, Maximiliano Mollura, Marco Zanet, Marta Lenatti, Alessia Paglialonga, Riccardo Barbieri

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Evaluation of mobile apps for treatment of patients at risk of developing gestational diabetes.

Cristina Tassone, Karim Keshavjee, Alessia Paglialonga, Nimia Moreira, Jennifer Pinto, Yuri Quintana

Health Informatics J., 2020

Development and Evaluation of a Novel Method for Adult Hearing Screening: Towards a Dedicated Smartphone App.

Edoardo Maria Polo, Marco Zanet, Marta Lenatti, Toon van Waterschoot, Riccardo Barbieri, Alessia Paglialonga

Proceedings of the IoT Technologies for HealthCare - 7th EAI International Conference, 2020

Challenges and Opportunities of IoT and AI in Pneumology.

Maurizio Mongelli, Vanessa Orani, Enrico Cambiaso, Ivan Vaccari, Alessia Paglialonga, Fulvio Braido, Chiara Eva Catalano

Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

Evaluation of the Changes in RR and QT Circadian Rhythms in Bedridden Subjects.

Sarah Solbiati, Alessia Paglialonga, Lorenzo Costantini, Enrico G. Caiani

Proceedings of the Computing in Cardiology, 2020

2019

Use of Alternative Currencies, Blockchain Technology, and Predictive Analytics for Chronic Disease Prevention: A Conceptual Model.

Alessia Paglialonga, Karim Keshavjee

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Development and preliminary evaluation of a novel adaptive staircase procedure for automated speech-in-noise testing.

Marco Zanet, Edoardo Maria Polo, Giulia Rocco, Alessia Paglialonga, Riccardo Barbieri

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

An overview on the emerging area of identification, characterization, and assessment of health apps.

Alessia Paglialonga, Alessandra Lugo, Eugenio Santoro

J. Biomed. Informatics, 2018

2017

e-Health solutions for better care: Characterization of health apps to extract meaningful information and support users' choices.

Alessia Paglialonga, Francesco Pinciroli, Gabriella Tognola, Riccardo Barbieri, Enrico Gianluca Caiani, Marco Riboldi

Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

2016

Attempting to Use MetaMap in Clinical Practice: A Feasibility Study on the Identification of Medical Concepts from Italian Clinical Notes.

Emma Chiaramello, Alessia Paglialonga, Francesco Pinciroli, Gabriella Tognola

Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

2015

Apps for Hearing Healthcare.

Alessia Paglialonga, Gabriella Tognola, Francesco Pinciroli

Proceedings of the Digital Healthcare Empowering Europeans, 2015

2014

A user-operated test of suprathreshold acuity in noise for adult hearing screening: The SUN (SPEECH UNDERSTANDING IN NOISE) test.

Alessia Paglialonga, Gabriella Tognola, Ferdinando Grandori

Comput. Biol. Medicine, 2014

2013

A Bispectral Approach to Analyze Nonlinear Cochlear Active Mechanisms in Transient Evoked Otoacoustic Emissions.

Stefano Marchesi, Gabriella Tognola, Alessia Paglialonga

IEEE Trans. Biomed. Circuits Syst., 2013

2011

Transcranial Direct Current Stimulation: Estimation of the Electric Field and of the Current Density in an Anatomical Human Head Model.

Marta Parazzini, Serena Fiocchi, Elena Rossi, Alessia Paglialonga, Paolo Ravazzani

IEEE Trans. Biomed. Eng., 2011

2010

Enhancement of neural stochastic firing in cochlear implant stimulation by the addition of noise: A computational study of the influence of stimulation settings and spontaneous activity.

Alessia Paglialonga, Serena Fiocchi, Paolo Ravazzani, Gabriella Tognola

Comput. Biol. Medicine, 2010

2008

Influence of cochlear implant-like operating conditions on wavelet speech processing.

Alessia Paglialonga, Gabriella Tognola, Federica Sibella, Marta Parazzini, Paolo Ravazzani, Ferdinando Grandori, Giuseppe Baselli

Comput. Biol. Medicine, 2008

2006

Speech Processing for Cochlear Implants with the Discrete Wavelet Transform: Feasibility Study and Performance Evaluation.

Alessia Paglialonga, Gabriella Tognola, Giuseppe Baselli, Marta Parazzini, Paolo Ravazzani, Ferdinando Grandori

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006