Middleware Services for Pervasive Monitoring Elderly and Ill People in Smart Environments. - Antonio Coronato; Giuseppe De Pietro; Giovanna Sannino (ITNG, 2010)

A smart context-aware mobile monitoring system for heart patients. - Giovanna Sannino; Giuseppe De Pietro (BIBM Workshops, 2011)

An Evolved eHealth Monitoring System for a Nuclear Medicine Department. - Giovanna Sannino; Giuseppe De Pietro (DeSE, 2011)

A U-HealthCare System for Home Monitoring. - Giovanna Sannino; Giuseppe De Pietro (ISAmI, 2012)

Automatic Extraction of an Effective Rule Set for Fall Detection for a Real-Time Mobile Monitoring System. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (DeSE, 2013)

Detecting Obstructive Sleep Apnea events in a real-time mobile monitoring system through automatically extracted sets of rules. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (Healthcom, 2013)

Automatic extraction of effective rule sets for Obstructive Sleep Apnea detection for a real-time mobile monitoring system. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (IRI, 2013)

Multi-purpose mobile monitoring system based on automatic extraction of rule-sets. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (BHI, 2014)

A General-Purpose mHealth System Relying on Knowledge Acquisition through Artificial Intelligence. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (ISAmI, 2014)

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. - Giovanna Sannino; Paolo Melillo; Giuseppe De Pietro; Saverio Stranges; Leandro Pecchia (IWAAL, 2014)

A mobile system for real-time context-aware monitoring of patients' health and fainting. - Giovanna Sannino; Giuseppe De Pietro (Int. J. Data Min. Bioinform., 2014)

Monitoring Obstructive Sleep Apnea by means of a real-time mobile system based on the automatic extraction of sets of rules through Differential Evolution. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (J. Biomed. Informatics, 2014)

An Automatic Rules Extraction Approach to Support OSA Events Detection in an mHealth System. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (IEEE J. Biomed. Health Informatics, 2014)

Non-Invasive Estimation of Blood Pressure through Genetic Programming - Preliminary Results. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (BIODEVICES, 2015)

Indirect Blood Pressure Evaluation by Means of Genetic Programming. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (BIOSTEC (Selected Papers), 2015)

Wearable technology and ECG processing for fall risk assessment, prevention and detection. - Paolo Melillo; Rossana Castaldo; Giovanna Sannino; Ada Orrico; Giuseppe De Pietro; Leandro Pecchia (EMBC, 2015)

A Novel O(n) Numerical Scheme for ECG Signal Denoising. - Salvatore Cuomo; Giuseppe De Pietro; Raffaele Farina; Ardelio Galletti; Giovanna Sannino (ICCS, 2015)

An m-health system for the estimation of voice disorders. - Laura Verde; Giuseppe De Pietro; Pierangelo Veltri; Giovanna Sannino (ICME Workshops, 2015)

Genetic Programming for a Wearable Approach to Estimate Blood Pressure Embedded in a Mobile-Based Health System. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (ICTAI, 2015)

On Evaluating Blood Pressure Through Photoplethysmography. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (IoT 360 (1), 2015)

On Finding Explicit Rules for Personalized Forecasting of Obstructive Sleep Apnea Episodes. - Ivanoe De Falco; Giuseppe De Pietro; Giovanna Sannino (IRI, 2015)

A noise-aware methodology for a Mobile Voice Screening application. - Laura Verde; Giuseppe De Pietro; Pierangelo Veltri; Giovanna Sannino (IWASI, 2015)

A prototype of a real-time solution on mobile devices for heart tele-auscultation. - Julio Cesar Bellido; Giuseppe De Pietro; Giovanna Sannino (PETRA, 2015)

A framework for ECG denoising for mobile devices. - Salvatore Cuomo; Ardelio Galletti; Raffaele Farina; Giuseppe De Pietro; Giovanna Sannino (PETRA, 2015)

A supervised approach to automatically extract a set of rules to support fall detection in an mHealth system. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (Appl. Soft Comput., 2015)

Blood Pressure Drop Prediction by using HRV Measurements in Orthostatic Hypotension. - Giovanna Sannino; Paolo Melillo; Saverio Stranges; Giuseppe De Pietro; Leandro Pecchia (J. Medical Syst., 2015)

Short term Heart Rate Variability to predict blood pressure drops due to standing: a pilot study. - Giovanna Sannino; Paolo Melillo; Saverio Stranges; Giuseppe De Pietro; Leandro Pecchia (BMC Medical Informatics Decis. Mak., 2015)

Wellness & LifeStyle Server: a Platform for Anthropometric and LifeStyle Data Analysis. - Giovanna Sannino; Alessio Graziani; Giuseppe De Pietro; Roberto Pratola (3PGCIC, 2016)

An Easy Approach for the Classification of Children's Voices based on the Fundamental Frequency Estimation. - Laura Verde; Giuseppe De Pietro; Giovanna Sannino (HEALTHINF, 2016)

Easy fall risk assessment by estimating the Mini-BES test score. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (HealthCom, 2016)

A Control Cycle for the Automatic Assisted Positioning of Auscultation Sensors. - Julio Cesar Bellido; Giuseppe De Pietro; Giovanna Sannino (ICT4AgeingWell, 2016)

Vox4Health: Preliminary Results of a Pilot Study for the Evaluation of a Mobile Voice Screening Application. - Laura Verde; Giuseppe De Pietro; Giovanna Sannino (ISAmI, 2016)

New trends in Biotechnology: The point on NGS Cloud computing solutions. - Antonio Celesti; Maria Fazio; Fabrizio Celesti; Giovanna Sannino; Salvatore Campo; Massimo Villari (ISCC, 2016)

A revised scheme for real time ECG Signal denoising based on recursive filtering. - Salvatore Cuomo; Giuseppe De Pietro; Raffaele Farina; Ardelio Galletti; Giovanna Sannino (Biomed. Signal Process. Control., 2016)

A Real-time m-Health Monitoring System: An Integrated Solution Combining the Use of Several Wearable Sensors and Mobile Devices. - Salvatore Naddeo; Laura Verde; Manolo Forastiere; Giuseppe De Pietro; Giovanna Sannino (HEALTHINF, 2017)

A Statistical Analysis for the Evaluation of the Use of Wearable and Wireless Sensors for Fall Risk Reduction. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (HEALTHINF, 2017)

Detection of falling events through windowing and automatic extraction of sets of rules: Preliminary results. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (ICNSC, 2017)

A Rehabilitation System for Post-operative Heart Surgery. - Giuseppe Caggianese; Mariaconsiglia Calabrese; Vincenzo De Maio; Giuseppe De Pietro; Armando Faggiano; Luigi Gallo 001; Giovanna Sannino; Carmine Vecchione (IIMSS, 2017)

A comprehensive investigation and comparison of Machine Learning Techniques in the domain of heart disease. - Seyed Amin Pouriyeh; Sara Vahid; Giovanna Sannino; Giuseppe De Pietro; Hamid R. Arabnia; Juan B. Gutierrez (ISCC, 2017)

Cardiac Surgery Rehabilitation System (CSRS) for a Personalized Support to Patients. - Giuseppe Caggianese; Mariaconsiglia Calabrese; Luigi Gallo 001; Giovanna Sannino; Carmine Vecchione (SITIS, 2017)

A Wellness Mobile Application for Smart Health: Pilot Study Design and Results. - Giovanna Sannino; Manolo Forastiere; Giuseppe De Pietro (Sensors, 2017)

Preliminary Steps towards Efficient Classification in Large Medical Datasets: Structure Optimization for Deep Learning Networks through Parallelized Differential Evolution. - Ivanoe De Falco; Giuseppe De Pietro; Antonio Della Cioppa; Giovanna Sannino; Umberto Scafuri; Ernesto Tarantino (HEALTHINF, 2018)

Deep Neural Network Hyper-Parameter Setting for Classification of Obstructive Sleep Apnea Episodes. - Ivanoe De Falco; Giuseppe De Pietro; Giovanna Sannino; Umberto Scafuri; Ernesto Tarantino; Antonio Della Cioppa; Giuseppe A. Trunfio (ISCC, 2018)

Voice Disorder Identification by Using Machine Learning Techniques. - Laura Verde; Giuseppe De Pietro; Giovanna Sannino (IEEE Access, 2018)

A methodology for voice classification based on the personalized fundamental frequency estimation. - Laura Verde; Giuseppe De Pietro; Giovanna Sannino (Biomed. Signal Process. Control., 2018)

A new database of healthy and pathological voices. - Ugo Cesari; Giuseppe De Pietro; Elio Marciano; Ciro Niri; Giovanna Sannino; Laura Verde (Comput. Electr. Eng., 2018)

A deep learning approach for ECG-based heartbeat classification for arrhythmia detection. - Giovanna Sannino; Giuseppe De Pietro (Future Gener. Comput. Syst., 2018)

Dysphonia Detection Index (DDI): A New Multi-Parametric Marker to Evaluate Voice Quality. - Laura Verde; Giuseppe De Pietro; Mubarak Alrashoud; Ahmed Ghoneim; Khaled N. Al-Mutib; Giovanna Sannino (IEEE Access, 2019)

Leveraging Artificial Intelligence to Improve Voice Disorder Identification Through the Use of a Reliable Mobile App. - Laura Verde; Giuseppe De Pietro; Mubarak Alrashoud; Ahmed Ghoneim; Khaled N. Al-Mutib; Giovanna Sannino (IEEE Access, 2019)

Evolution-based configuration optimization of a Deep Neural Network for the classification of Obstructive Sleep Apnea episodes. - Ivanoe De Falco; Giuseppe De Pietro; Antonio Della Cioppa; Giovanna Sannino; Umberto Scafuri; Ernesto Tarantino (Future Gener. Comput. Syst., 2019)

Towards a cyber physical system for personalised and automatic OSA treatment. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (IET Cyper-Phys. Syst.: Theory & Appl., 2019)

Emerging Networked Computer Applications for Telemedicine. - Antonio Celesti; Antoine B. Bagula; Ivanoe De Falco; Pedro Brandão; Giovanna Sannino (J. Netw. Comput. Appl., 2019)

Artificial Intelligence for Mobile Health Data Analysis and Processing. - Giovanna Sannino; Nizar Bouguila; Giuseppe De Pietro; Antonio Celesti (Mob. Inf. Syst., 2019)

A Continuous Noninvasive Arterial Pressure (CNAP) Approach for Health 4.0 Systems. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (IEEE Trans. Ind. Informatics, 2019)

Healthcare Systems: An Overview of the Most Important Aspects of Current and Future m-Health Applications. - Giovanna Sannino; Giuseppe De Pietro; Laura Verde (Connected Health in Smart Cities, 2020)

Photoplethysmography and Machine Learning for the Hypertension Risk Stratification. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (GLOBECOM (Workshops), 2020)

Special issue on Bio-inspired optimization techniques for Biomedical Data Analysis: Methods and applications. - Victor Hugo C. de Albuquerque; Deepak Gupta 002; Ivanoe De Falco; Giovanna Sannino; Nizar Bouguila (Appl. Soft Comput., 2020)

Cost-Effective Video Summarization Using Deep CNN With Hierarchical Weighted Fusion for IoT Surveillance Networks. - Khan Muhammad 001; Tanveer Hussain 001; Muhammad Tanveer 001; Giovanna Sannino; Victor Hugo C. de Albuquerque (IEEE Internet Things J., 2020)

Non-Invasive Risk Stratification of Hypertension: A Systematic Comparison of Machine Learning Algorithms. - Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro (J. Sens. Actuator Networks, 2020)

Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart Failure. - Giovanna Sannino; Giuseppe De Pietro; Ivanoe De Falco (CHASE, 2021)

Exploring the Use of Artificial Intelligence Techniques to Detect the Presence of Coronavirus Covid-19 Through Speech and Voice Analysis. - Laura Verde; Giuseppe De Pietro; Ahmed Ghoneim; Mubarak Alrashoud; Khaled N. Al-Mutib; Giovanna Sannino (IEEE Access, 2021)

Artificial Intelligence for Health. - Antonio Celesti; Ivanoe De Falco; Antonino Galletta; Giovanna Sannino (Comput., 2021)

Human action recognition using attention based LSTM network with dilated CNN features. - Khan Muhammad 001; Mustaqeem 001; Amin Ullah; Ali Shariq Imran; Muhammad Sajjad; Mustafa Servet Kiran; Giovanna Sannino; Victor Hugo C. de Albuquerque (Future Gener. Comput. Syst., 2021)

Guest Editorial Enabling Technologies for Next Generation Telehealthcare. - Antonio Celesti; Ivanoe De Falco; Leandro Pecchia; Giovanna Sannino (IEEE J. Biomed. Health Informatics, 2021)

A Two-Step Approach for Classification in Alzheimer's Disease. - Ivanoe De Falco; Giuseppe De Pietro; Giovanna Sannino (Sensors, 2022)

A Deep Learning Approach for Voice Disorder Detection for Smart Connected Living Environments. - Laura Verde; Nadia Brancati; Giuseppe De Pietro; Maria Frucci; Giovanna Sannino (ACM Trans. Internet Techn., 2022)

The Tele-Rehabilitaion as a Service (TRaaS) Project: Rationale, Study Design, and Methodology. - Antonio Celesti; Giovanna Sannino; Mario A. Bochicchio; Maria Fazio; Massimo Villari; Fabrizio Celesti; Mirjam Bonanno; Rocco Salvatore Calabrò (e-Science, 2023)

A Novel Deep Learning Approach for Colon and Lung Cancer Classification Using Histopathological Images. - Naeem Ullah; Ivanoe De Falco; Giovanna Sannino (e-Science, 2023)

Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey. - Fatemeh Mosaiyebzadeh; Seyedamin Pouriyeh; Reza M. Parizi; Quan Z. Sheng; Meng Han; Liang Zhao 024; Giovanna Sannino; Daniel Macêdo Batista (CoRR, 2023)

Special Issue "Advances in Machine and Deep Learning in the Health Domain". - Antonio Celesti; Ivanoe De Falco; Antonino Galletta; Giovanna Sannino (Comput., 2023)

Classification of Covid-19 chest X-ray images by means of an interpretable evolutionary rule-based approach. - Ivanoe De Falco; Giuseppe De Pietro; Giovanna Sannino (Neural Comput. Appl., 2023)

CNN-based classification of phonocardiograms using fractal techniques. - Daniel Riccio; Nadia Brancati; Giovanna Sannino; Laura Verde; Maria Frucci (Biomed. Signal Process. Control., 2023)

Special Issue: "Intelligent Systems for Clinical Care and Remote Patient Monitoring". - Giovanna Sannino; Antonio Celesti; Ivanoe De Falco (Sensors, 2023)

Cross-domain Super-Resolution in Medical Imaging. - Vincenzo Bevilacqua; Antonio Di Marino; Emanuel Di Nardo; Angelo Ciaramella; Ivanoe De Falco; Giovanna Sannino (ISCC, 2024)

Stress Detection Using Multimodal Physiological Signals With Machine Learning From Wearable Devices. - Pranita Subhash Shedage; Seyedamin Pouriyeh; Reza M. Parizi; Meng Han; Giovanna Sannino; Nasrin Dehbozorgi (ISCC, 2024)

Bridging Clinical Gaps: Multi-Dataset Integration for Reliable Multi-Class Lung Disease Classification with DeepCRINet and Occlusion Sensitivity. - Naeem Ullah; Javed Ali Khan; Ivanoe De Falco; Giovanna Sannino (ISCC, 2024)

Precision medicine in ALS: Identification of new acoustic markers for dysarthria severity assessment. - Raffaele Dubbioso; Myriam Spisto; Laura Verde; Valentina Virginia Iuzzolino; Gianmaria Senerchia; Giuseppe De Pietro; Ivanoe De Falco; Giovanna Sannino (Biomed. Signal Process. Control., 2024)

Remote Monitoring of Rehabilitation Exercises Through Motion Assessment. - Ilaria Basile; Giovanna Sannino (CBMS, 2025)

Optimizing Deep Learning for Cotton Leaf Disease Detection Using Meta-Heuristic Feature Selection Algorithms. - Naeem Ullah; Francisco Martínez-Álvarez; Ivanoe De Falco; Giovanna Sannino (FedCSIS, 2025)

Enhancing Alzheimer's Disease Detection Using LLM-Generated Synthetic Data and Multi-Level Embeddings. - Venkata Sai Bhargav Mutala; Seyedamin Pouriyeh; Reza M. Parizi; Chloe Yixin Xie; Alessandro Santopaolo; Ilaria Basile; Giovanna Sannino (IJCNN, 2025)

A novel explainable AI framework for medical image classification integrating statistical, visual, and rule-based methods. - Naeem Ullah; Florentina Guzmán-Aroca; Francisco Martínez-Álvarez; Ivanoe De Falco; Giovanna Sannino (Medical Image Anal., 2025)

Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges. - Naeem Ullah; Javed Ali Khan; Ivanoe De Falco; Giovanna Sannino (ACM Comput. Surv., 2025)

Ante-Hoc Methods for Interpretable Deep Models: A Survey. - Antonio Di Marino; Vincenzo Bevilacqua; Angelo Ciaramella; Ivanoe De Falco; Giovanna Sannino (ACM Comput. Surv., 2025)