Personal information

mHealth, eHealth
Italy

Biography

I received a master's degree in Telecommunications Engineering (Cum Laude) from the University of Naples Parthenope in April 2011 and a Ph.D. degree in Information Engineering at the University of Naples "Parthenope" in April 2015.
In 2009 I earned a master degree, named "European Master on Critical Networked Systems", and a bachelor's degree in Computer Engineering in 2008 at the University of Naples Federico II.
Currently I'm a Researcher at Institute for High-Performance Computing and Networking (ICAR-CNR). My research activities are focused in the area of mobile Health and Pervasive Computing. In addition, I'm a IEEE 11073 Personal Health Device Working Group Member.

Activities

Employment (1)

National Research Council of Italy: 80131, IT

2011-06-01 to present | Researcher (Institute of High Performance Computing and Networking)
Employment
Source: Self-asserted source
Giovanna Sannino

Education and qualifications (3)

University of Naples Parthenope: 80100, IT

2012-01-01 to 2015-04-16 | Ph.D. in Information Engineering (Department of Engineering)
Education
Source: Self-asserted source
Giovanna Sannino

University of Naples Parthenope: 80100, IT

2009 to 2011-04 | Telecommunication Engineering (Department of Engineering)
Education
Source: Self-asserted source
Giovanna Sannino

University of Naples Federico II: 80100, IT

2008-01 | Information Engineering (Department of Engineering)
Education
Source: Self-asserted source
Giovanna Sannino

Works (47)

Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges

ACM Computing Surveys
2025-04-30 | Journal article
Contributors: Naeem Ullah; Javed Ali Khan; Ivanoe De Falco; Giovanna Sannino
Source: check_circle
Crossref

Blood glucose level prediction in type 1 diabetes: A comparative analysis of interpretable artificial intelligence approaches

Results in Engineering
2025-03 | Journal article
Contributors: Ilaria Basile; Giovanna Sannino
Source: check_circle
Crossref

Special Issue: “Intelligent Systems for Clinical Care and Remote Patient Monitoring”

Sensors
2023-09-20 | Journal article
Contributors: Giovanna Sannino; Antonio Celesti; Ivanoe De Falco
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Artificial Intelligence Techniques for the Non-invasive Detection of COVID-19 Through the Analysis of Voice Signals

Arabian Journal for Science and Engineering
2023-08 | Journal article
Contributors: Laura Verde; Giuseppe De Pietro; Giovanna Sannino
Source: check_circle
Crossref

Special Issue “Advances in Machine and Deep Learning in the Health Domain”

Computers
2023-07-04 | Journal article
Contributors: Antonio Celesti; Ivanoe De Falco; Antonino Galletta; Giovanna Sannino
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey

Electronics
2023-06-16 | Journal article
Contributors: Fatemeh Mosaiyebzadeh; Seyedamin Pouriyeh; Reza M. Parizi; Quan Z. Sheng; Meng Han; Liang Zhao; Giovanna Sannino; Caetano Mazzoni Ranieri; Jó Ueyama; Daniel Macêdo Batista
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Two-Step Approach for Classification in Alzheimer’s Disease

Sensors
2022-05-24 | Journal article
Contributors: Ivanoe De Falco; Giuseppe De Pietro; Giovanna Sannino
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Deep Learning Approach for Voice Disorder Detection for Smart Connected Living Environments

ACM Transactions on Internet Technology
2022-02-28 | Journal article
Contributors: Laura Verde; Nadia Brancati; Giuseppe De Pietro; Maria Frucci; Giovanna Sannino
Source: check_circle
Crossref

Exploring the Use of Artificial Intelligence Techniques to Detect the Presence of Coronavirus Covid-19 Through Speech and Voice Analysis

IEEE Access
2021 | Journal article
Contributors: Laura Verde; Giuseppe De Pietro; Ahmed Ghoneim; Mubarak Alrashoud; Khaled N. Al-Mutib; Giovanna Sannino
Source: check_circle
Crossref

Guest Editorial Enabling Technologies for Next Generation Telehealthcare

IEEE Journal of Biomedical and Health Informatics
2021-12 | Journal article
Contributors: Antonio Celesti; Ivanoe De Falco; Leandro Pecchia; Giovanna Sannino
Source: check_circle
Crossref

Human action recognition using attention based LSTM network with dilated CNN features

Future Generation Computer Systems
2021-12 | Journal article
Contributors: Khan Muhammad; Mustaqeem; Amin Ullah; Ali Shariq Imran; Muhammad Sajjad; Mustafa Servet Kiran; Giovanna Sannino; Victor Hugo C. de Albuquerque
Source: check_circle
Crossref

Artificial Intelligence for Health

Computers
2021-08-16 | Journal article
Contributors: Antonio Celesti; Ivanoe De Falco; Antonino Galletta; Giovanna Sannino
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Non-Invasive Risk Stratification of Hypertension: A Systematic Comparison of Machine Learning Algorithms

Journal of Sensor and Actuator Networks
2020-07-21 | Journal article
Contributors: Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Cost-Effective Video Summarization Using Deep CNN With Hierarchical Weighted Fusion for IoT Surveillance Networks

IEEE Internet of Things Journal
2020-05 | Journal article
Contributors: Khan Muhammad; Tanveer Hussain; Muhammad Tanveer; Giovanna Sannino; Victor Hugo C. de Albuquerque
Source: check_circle
Crossref

Dysphonia Detection Index (DDI): A New Multi-Parametric Marker to Evaluate Voice Quality

IEEE Access
2019 | Journal article
Contributors: Laura Verde; Giuseppe De Pietro; Mubarak Alrashoud; Ahmed Ghoneim; Khaled N. Al-Mutib; Giovanna Sannino
Source: check_circle
Crossref

Leveraging Artificial Intelligence to Improve Voice Disorder Identification Through the Use of a Reliable Mobile App

IEEE Access
2019 | Journal article
Contributors: Laura Verde; Giuseppe De Pietro; Mubarak Alrashoud; Ahmed Ghoneim; Khaled N. Al-Mutib; Giovanna Sannino
Source: check_circle
Crossref

Evolution-based configuration optimization of a Deep Neural Network for the classification of Obstructive Sleep Apnea episodes

Future Generation Computer Systems
2019-09 | Journal article
Contributors: Ivanoe De Falco; Giuseppe De Pietro; Antonio Della Cioppa; Giovanna Sannino; Umberto Scafuri; Ernesto Tarantino
Source: check_circle
Crossref

A Continuous Noninvasive Arterial Pressure (CNAP) Approach for Health 4.0 Systems

IEEE Transactions on Industrial Informatics
2019-01 | Journal article
Contributors: Giovanna Sannino; Ivanoe De Falco; Giuseppe De Pietro
Source: check_circle
Crossref

Artificial Intelligence for Mobile Health Data Analysis and Processing

Mobile Information Systems
2019-01-22 | Journal article
Contributors: Giovanna Sannino; Nizar Bouguila; Giuseppe De Pietro; Antonio Celesti
Source: check_circle
Crossref

Voice Disorder Identification by Using Machine Learning Techniques

IEEE Access
2018 | Journal article
Contributors: Laura Verde; Giuseppe De Pietro; Giovanna Sannino
Source: check_circle
Crossref

Voice Disorder Detection via an m-Health System: Design and Results of a Clinical Study to Evaluate Vox4Health

BioMed Research International
2018-08-08 | Journal article
Contributors: Ugo Cesari; Giuseppe De Pietro; Elio Marciano; Ciro Niri; Giovanna Sannino; Laura Verde
Source: check_circle
Crossref

A methodology for voice classification based on the personalized fundamental frequency estimation

Biomedical Signal Processing and Control
2018-04 | Journal article
Contributors: Laura Verde; Giuseppe De Pietro; Giovanna Sannino
Source: check_circle
Crossref

A Wellness Mobile Application for Smart Health: Pilot Study Design and Results

Sensors
2017-03 | Journal article
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Analysis and design of new application platforms for mhealth: Ph.D. Thesis

ACM SIGBioinformatics Rec.
2015 | Journal article
DOI:

10.1145/2745386.2745387

Contributors: Giovanna Sannino
Source: Self-asserted source
Giovanna Sannino via ResearcherID

A General-Purpose mHealth System Relying on Knowledge Acquisition through Artificial Intelligence

Ambient Intelligence - Software and Applications
2014 | Book chapter
DOI:

10.1007/978-3-319-07596-9_12

Contributors: Sannino, Giovanna; De Falco, Ivanoe; De Pietro, Giuseppe
Source: Self-asserted source
Giovanna Sannino via ResearcherID
grade
Preferred source (of 2)‎

A mobile system for real-time context-aware monitoring of patients' health and fainting

International Journal of Data Mining and Bioinformatics
2014 | Journal article
DOI:

10.1504/IJDMB.2014.064891

WOSUID:

WOS:000345234300004

Contributors: Sannino, Giovanna; De Pietro, Giuseppe
Source: Self-asserted source
Giovanna Sannino via ResearcherID
grade
Preferred source (of 2)‎

An Automatic Rules Extraction Approach to Support OSA Events Detection in an mHealth System

Ieee Journal of Biomedical and Health Informatics
2014 | Journal article
DOI:

10.1109/JBHI.2014.2311325

WOSUID:

WOS:000341986600002

Contributors: Sannino, Giovanna; De Falco, Ivanoe; De Pietro, Giuseppe
Source: Self-asserted source
Giovanna Sannino via ResearcherID
grade
Preferred source (of 3)‎

Effective Supervised Knowledge Extraction for an mHealth System for Fall Detection

XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013
2014 | Book chapter
DOI:

10.1007/978-3-319-00846-2_341

Contributors: Sannino, G.; De Falco, I.; De Pietro, G.
Source: Self-asserted source
Giovanna Sannino via ResearcherID
grade
Preferred source (of 2)‎

Monitoring Obstructive Sleep Apnea by means of a real-time mobile system based on the automatic extraction of sets of rules through Differential Evolution

Journal of Biomedical Informatics
2014 | Journal article
DOI:

10.1016/j.jbi.2014.02.015

WOSUID:

WOS:000337772200010

Contributors: Sannino, Giovanna; De Falco, Ivanoe; De Pietro, Giuseppe
Source: Self-asserted source
Giovanna Sannino via ResearcherID
grade
Preferred source (of 2)‎

Multi-purpose mobile monitoring system based on automatic extraction of rule-sets

2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014
2014 | Conference paper
DOI:

10.1109/BHI.2014.6864443

EID:

2-s2.0-84906875540

Contributors: Sannino, G.; De Falco, I.; De Pietro, G.
Source: Self-asserted source
Giovanna Sannino via Scopus - Elsevier

Multi-Purpose Mobile Monitoring System based on Automatic Extraction of Rule-Sets

2014 Ieee-Embs International Conference on Biomedical and Health Informatics (Bhi)
2014 | Journal article
WOSUID:

WOS:000346504900151

Contributors: Sannino, Giovanna; De Falco, Ivanoe; De Pietro, Giuseppe; IEEE
Source: Self-asserted source
Giovanna Sannino via ResearcherID

Pervasive real-time multi-parametric and multi-patient tele-monitoring system

Information Technology and Computer Application Engineering
2014 | Journal article
WOSUID:

WOS:000340611200074

Contributors: Sannino, Giovanna; De Pietro, Giuseppe; Liu, HC; Sung, WP; WenliYao
Source: Self-asserted source
Giovanna Sannino via ResearcherID

Pervasive real-time multi-parametric and multi-patient tele-monitoring System

Information Technology and Computer Application Engineering - Proceedings of the 2013 International Conference on Information Technology and Computer Application Engineering, ITCAE 2013
2014 | Conference paper
EID:

2-s2.0-84900405548

Contributors: Sannino, G.; De Pietro, G.
Source: Self-asserted source
Giovanna Sannino via Scopus - Elsevier

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

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84921376475

Contributors: Sannino, G.; Melillo, P.; de Pietro, G.; Stranges, S.; Pecchia, L.
Source: Self-asserted source
Giovanna Sannino via Scopus - Elsevier

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

Ambient Assisted Living and Daily Activities
2014 | Book chapter
SOURCE-WORK-ID:

0507150545786-748

Contributors: Sannino, Giovanna; Melillo, Paolo; De Pietro, Giuseppe; Stranges, Saverio; Pecchia, Leandro
Source: Self-asserted source
Giovanna Sannino via ResearcherID

Automatic Extraction of an Effective Rule Set for Fall Detection for a Real-Time Mobile Monitoring System

Developments in eSystems Engineering (DeSE), 2013 Sixth International Conference on
2013 | Conference paper
DOI:

10.1109/DeSE.2013.24

Contributors: Sannino, G.; De Falco, I.; De Pietro, G.
Source: Self-asserted source
Giovanna Sannino via ResearcherID
grade
Preferred source (of 2)‎

Automatic extraction of effective rule sets for Obstructive Sleep Apnea detection for a real-time mobile monitoring system

Information Reuse and Integration (IRI), 2013 IEEE 14th International Conference on
2013 | Conference paper
DOI:

10.1109/IRI.2013.6642479

Contributors: Sannino, G.; De Falco, I.; De Pietro, G.
Source: Self-asserted source
Giovanna Sannino via ResearcherID
grade
Preferred source (of 2)‎

Detecting Obstructive Sleep Apnea events in a real-time mobile monitoring system through automatically extracted sets of rules

e-Health Networking, Applications & Services (Healthcom), 2013 IEEE 15th International Conference on
2013 | Conference paper
DOI:

10.1109/HealthCom.2013.6720630

Contributors: Sannino, G.; De Falco, I.; De Pietro, G.
Source: Self-asserted source
Giovanna Sannino via ResearcherID
grade
Preferred source (of 2)‎

A U-healthcare system for home monitoring

Advances in Intelligent and Soft Computing
2012 | Book
DOI:

10.1007/978-3-642-28783-1_24

EID:

2-s2.0-84861210672

Contributors: Sannino, G.; De Pietro, G.
Source: Self-asserted source
Giovanna Sannino via Scopus - Elsevier

A U-HealthCare System for Home Monitoring

Ambient Intelligence - Software and Applications
2012 | Journal article
WOSUID:

WOS:000310488400024

Contributors: Sannino, Giovanna; De Pietro, Giuseppe; Novais, P; Hallenborg, K; Tapia, DI; Rodriguez, JMC
Source: Self-asserted source
Giovanna Sannino via ResearcherID

A smart context-aware mobile monitoring system for heart patients

Bioinformatics and Biomedicine Workshops (BIBMW), 2011 IEEE International Conference on
2011 | Conference paper
DOI:

10.1109/BIBMW.2011.6112448

Contributors: Sannino, G.; De Pietro, G.
Source: Self-asserted source
Giovanna Sannino via ResearcherID
grade
Preferred source (of 2)‎

An Advanced Mobile System for Indoor Patients Monitoring‖

Proc. 2nd International Conference on Networking and Information Technology (ICNIT 2011)
2011 | Conference paper
SOURCE-WORK-ID:

0507150620460-813

Contributors: Sannino, Giovanna; Pietro, Giuseppe De
Source: Self-asserted source
Giovanna Sannino via ResearcherID

An Evolved eHealth Monitoring System for a Nuclear Medicine Department

Developments in E-systems Engineering (DeSE), 2011
2011 | Conference paper
DOI:

10.1109/DeSE.2011.67

Contributors: Sannino, G.; De Pietro, G.
Source: Self-asserted source
Giovanna Sannino via ResearcherID
grade
Preferred source (of 2)‎

A rule-based mHealth system for cardiac monitoring

Proceedings of 2010 IEEE EMBS Conference on Biomedical Engineering and Sciences, IECBES 2010
2010 | Conference paper
DOI:

10.1109/IECBES.2010.5742217

EID:

2-s2.0-79955375309

Contributors: Minutolo, A.; Sannino, G.; Esposito, M.; De Pietro, G.
Source: Self-asserted source
Giovanna Sannino via Scopus - Elsevier

A rule-based mHealth system for cardiac monitoring

Biomedical Engineering and Sciences (IECBES), 2010 IEEE EMBS Conference on
2010 | Conference paper
SOURCE-WORK-ID:

0507150545786-750

Contributors: Minutolo, Aniello; Sannino, Giovanna; Esposito, Massimo; De Pietro, Giuseppe
Source: Self-asserted source
Giovanna Sannino via ResearcherID

An intelligent mobile system for cardiac monitoring

Proc. of IEEE Healthcom
2010 | Journal article
SOURCE-WORK-ID:

0507150620461-547

Contributors: Sannino, G; De Pietro, G
Source: Self-asserted source
Giovanna Sannino via ResearcherID

Middleware Services for Pervasive Monitoring Elderly and Ill People in Smart Environments

Information Technology: New Generations (ITNG), 2010 Seventh International Conference on
2010 | Conference paper
DOI:

10.1109/ITNG.2010.139

Contributors: Coronato, A.; De Pietro, G.; Sannino, G.
Source: Self-asserted source
Giovanna Sannino via ResearcherID
grade
Preferred source (of 2)‎