Giovanna Sannino
Orcid: 0000-0001-7856-8761
According to our database1,
Giovanna Sannino
authored at least 77 papers
between 2010 and 2024.
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Bibliography
2024
Precision medicine in ALS: Identification of new acoustic markers for dysarthria severity assessment.
Biomed. Signal Process. Control., 2024
Bridging Clinical Gaps: Multi-Dataset Integration for Reliable Multi-Class Lung Disease Classification with DeepCRINet and Occlusion Sensitivity.
Proceedings of the IEEE Symposium on Computers and Communications, 2024
Stress Detection Using Multimodal Physiological Signals With Machine Learning From Wearable Devices.
Proceedings of the IEEE Symposium on Computers and Communications, 2024
Proceedings of the IEEE Symposium on Computers and Communications, 2024
2023
Special Issue: "Intelligent Systems for Clinical Care and Remote Patient Monitoring".
Sensors, September, 2023
Biomed. Signal Process. Control., September, 2023
Classification of Covid-19 chest X-ray images by means of an interpretable evolutionary rule-based approach.
Neural Comput. Appl., August, 2023
Comput., June, 2023
Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey.
CoRR, 2023
A Novel Deep Learning Approach for Colon and Lung Cancer Classification Using Histopathological Images.
Proceedings of the 19th IEEE International Conference on e-Science, 2023
The Tele-Rehabilitaion as a Service (TRaaS) Project: Rationale, Study Design, and Methodology.
Proceedings of the 19th IEEE International Conference on e-Science, 2023
2022
A Deep Learning Approach for Voice Disorder Detection for Smart Connected Living Environments.
ACM Trans. Internet Techn., 2022
2021
IEEE J. Biomed. Health Informatics, 2021
Human action recognition using attention based LSTM network with dilated CNN features.
Future Gener. Comput. Syst., 2021
Exploring the Use of Artificial Intelligence Techniques to Detect the Presence of Coronavirus Covid-19 Through Speech and Voice Analysis.
IEEE Access, 2021
Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart Failure.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2021
2020
Non-Invasive Risk Stratification of Hypertension: A Systematic Comparison of Machine Learning Algorithms.
J. Sens. Actuator Networks, 2020
Cost-Effective Video Summarization Using Deep CNN With Hierarchical Weighted Fusion for IoT Surveillance Networks.
IEEE Internet Things J., 2020
Special issue on Bio-inspired optimization techniques for Biomedical Data Analysis: Methods and applications.
Appl. Soft Comput., 2020
Proceedings of the IEEE Globecom Workshops, 2020
Healthcare Systems: An Overview of the Most Important Aspects of Current and Future m-Health Applications.
Proceedings of the Connected Health in Smart Cities, 2020
2019
IEEE Trans. Ind. Informatics, 2019
Mob. Inf. Syst., 2019
J. Netw. Comput. Appl., 2019
IET Cyper-Phys. Syst.: Theory & Appl., 2019
Evolution-based configuration optimization of a Deep Neural Network for the classification of Obstructive Sleep Apnea episodes.
Future Gener. Comput. Syst., 2019
Leveraging Artificial Intelligence to Improve Voice Disorder Identification Through the Use of a Reliable Mobile App.
IEEE Access, 2019
Dysphonia Detection Index (DDI): A New Multi-Parametric Marker to Evaluate Voice Quality.
IEEE Access, 2019
2018
A deep learning approach for ECG-based heartbeat classification for arrhythmia detection.
Future Gener. Comput. Syst., 2018
A methodology for voice classification based on the personalized fundamental frequency estimation.
Biomed. Signal Process. Control., 2018
IEEE Access, 2018
Deep Neural Network Hyper-Parameter Setting for Classification of Obstructive Sleep Apnea Episodes.
Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018
Preliminary Steps towards Efficient Classification in Large Medical Datasets: Structure Optimization for Deep Learning Networks through Parallelized Differential Evolution.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018
2017
Sensors, 2017
Proceedings of the 13th International Conference on Signal-Image Technology & Internet-Based Systems, 2017
A comprehensive investigation and comparison of Machine Learning Techniques in the domain of heart disease.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017
Proceedings of the Intelligent Interactive Multimedia Systems and Services 2017, 2017
Detection of falling events through windowing and automatic extraction of sets of rules: Preliminary results.
Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017
A Statistical Analysis for the Evaluation of the Use of Wearable and Wireless Sensors for Fall Risk Reduction.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
A Real-time m-Health Monitoring System: An Integrated Solution Combining the Use of Several Wearable Sensors and Mobile Devices.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
2016
Biomed. Signal Process. Control., 2016
Proceedings of the IEEE Symposium on Computers and Communication, 2016
Vox4Health: Preliminary Results of a Pilot Study for the Evaluation of a Mobile Voice Screening Application.
Proceedings of the Ambient Intelligence - Software and Applications, 2016
Proceedings of the 2nd International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2016
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016
An Easy Approach for the Classification of Children's Voices based on the Fundamental Frequency Estimation.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016
Wellness & LifeStyle Server: a Platform for Anthropometric and LifeStyle Data Analysis.
Proceedings of the Advances on P2P, 2016
2015
Short term Heart Rate Variability to predict blood pressure drops due to standing: a pilot study.
BMC Medical Informatics Decis. Mak., December, 2015
J. Medical Syst., 2015
A supervised approach to automatically extract a set of rules to support fall detection in an mHealth system.
Appl. Soft Comput., 2015
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
Proceedings of the 6th International Workshop on Advances in Sensors and Interfaces, 2015
On Finding Explicit Rules for Personalized Forecasting of Obstructive Sleep Apnea Episodes.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015
Proceedings of the Internet of Things. IoT Infrastructures, 2015
Genetic Programming for a Wearable Approach to Estimate Blood Pressure Embedded in a Mobile-Based Health System.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015
Proceedings of the International Conference on Computational Science, 2015
Wearable technology and ECG processing for fall risk assessment, prevention and detection.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the Biomedical Engineering Systems and Technologies, 2015
Non-Invasive Estimation of Blood Pressure through Genetic Programming - Preliminary Results.
Proceedings of the BIODEVICES 2015, 2015
2014
An Automatic Rules Extraction Approach to Support OSA Events Detection in an mHealth System.
IEEE J. Biomed. Health Informatics, 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.
J. Biomed. Informatics, 2014
A mobile system for real-time context-aware monitoring of patients' health and fainting.
Int. J. Data Min. Bioinform., 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.
Proceedings of the Ambient Assisted Living and Daily Activities, 2014
A General-Purpose mHealth System Relying on Knowledge Acquisition through Artificial Intelligence.
Proceedings of the Ambient Intelligence - Software and Applications, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Automatic extraction of effective rule sets for Obstructive Sleep Apnea detection for a real-time mobile monitoring system.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Detecting Obstructive Sleep Apnea events in a real-time mobile monitoring system through automatically extracted sets of rules.
Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013
Automatic Extraction of an Effective Rule Set for Fall Detection for a Real-Time Mobile Monitoring System.
Proceedings of the Sixth International Conference on Developments in eSystems Engineering, 2013
2012
Proceedings of the Ambient Intelligence - Software and Applications, 2012
2011
Proceedings of the 2011 Developments in E-systems Engineering, 2011
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
2010
Middleware Services for Pervasive Monitoring Elderly and Ill People in Smart Environments.
Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010