Biography
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Stefano Franceschini
University Parthenope of Naples
Naples, Italy, 80143
Phone: +39 0815476794
Cell: +39 3349400666
Email:
stefano.franceschini@uniparthenope.it
Orcid:
https://orcid.org/0000-0002-7608-6686
Born: November 26, 1992 - Naples,
Italy
Nationality: Italian
Summary
I was born in Naples, Italy in November 1992. I received Master degree in Information
and communication technology Engineering (summa cum laude) at University of Naples
Parthenope, in July 2018. I received a Ph.D. degree in Information and
Communication Technology and Engineering, University of Naples Parthenope, in
November 2022. My current research includes the fields of biomedical signal and image
processing, inverse problems and machine learning.
Current position
Post-doctoral researcher, University Parthenope of Naples.
Areas of specialization
Biomedical signal processing; biomedical image processing; inverse problems;
machine learning, biometrics, ultrasounds, microwave.
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Education
Titles
2022 Ph.D. DEGREE in Information and Communication Technology and Engineering,
university Parthenope, Naples
2018 MASTER DEGREE in Information and Communication Technology Engineering,
university Parthenope, Naples
2015 BACHELOR DEGREE in Information, Biomedical and Telecommunications
Engineering, University Parthenope, Naples
Publications and Talks
Journal Papers
2023 Franceschini, S.; Ambrosanio, M.; Pascazio, V.; Baselice, F. Hand
Gesture Signatures Acquisition and Processing by Means of a Novel
Ultrasound System. Bioengineering 2023, 10, 36.
2022 Ambrosanio, M.; Franceschini, S.; Pascazio, V.; Baselice, F. An End-toEnd Deep Learning Approach for Quantitative Microwave Breast Imaging
in Real-Time Applications. Bioengineering 2022, 9, 651.
2022 Ambrosanio, M.; Franceschini, S.; Autorino, M.M.; Baselice, F.; Pascazio,
V. An Experimental Ultrasound System for Qualitative Tomographic
Imaging. Sensors 2022, 22, 7802.
2022 Franceschini, S.; Ambrosanio, M.; Gifuni, A.; Grassini, G.; Baselice, F.
An Experimental Ultrasound Database for Tomographic Imaging. Appl.
Sci. 2022, 12, 5192.
2020 Ambrosanio, M.; Franceschini, S.; Grassini, G.; Baselice, F. A Multi-Channel
Ultrasound System for Non-Contact Heart Rate Monitoring. IEEE Sensors
Journal, vol. 20, no. 4, pp. 2064-2074, 15.
2019 Sorriso, A.; Sorrentino, P.; Rucco, R.; Mandolesi, L.; Ferraioli, G.;
Franceschini, S.; Ambrosanio, M.; Baselice, F. An automated
magnetoencephalographic data cleaning algorithm. Computer methods in
biomechanics and biomedical engineering, 22(14), 1116 1125.
Conference Papers
2022 Franceschini, S.; Ambrosanio, M.; Baselice, F.; Pascazio, V. Person
Identification and Authentication via Ultrasound Hand-gesture-signature
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Analysis. 2022 IEEE International Conference on E-health Networking,
Application & Services (HealthCom), Genoa, Italy, 2022, pp. 229-233.
2022 Ambrosanio, M.; Franceschini, S.; Autorino M.M.; Pascazio, V. Neural
Networks for Optimal Initial Guess Selection in Nonlinear Microwave
Subsurface Imaging. IGARSS 2022 - 2022 IEEE International Geoscience
and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022, pp. 111-
114,
2022 Autorino, M.M.; Franceschini, S.; Ambrosanio, M.; Baselice, F. Pascazio, V.
Deep Learning Strategies for Quantitative Biomedical Microwave Imaging. 2022
16th European Conference on Antennas and Propagation (EuCAP), Madrid,
Spain, 2022, pp. 1-4.
2022 Ambrosanio, M.; Autorino, M.M.; Franceschini, S.; Baselice, F. Pascazio,
V. Microwave Breast Imaging Via Deep Learning. 2022 IEEE 19th
International Symposium on Biomedical Imaging (ISBI), Kolkata, India,
2022, pp. 1-4.
2021 Ambrosanio, M.; Franceschini, S.; Autorino, M.M.; Pascazio, V.
Convolutional Neural Networks for Tomographic MIMO Ground
Penetrating Radar Imaging. 2021 7th Asia-Pacific Conference on
Synthetic Aperture Radar (APSAR), Bali, Indonesia, 2021, pp. 1-5.
2021 Franceschini, S.; Ambrosanio, M.; Baselice F.; Pascazio, V.Neural
Networks for Inverse Problems: the Microwave Imaging Case. 2021 15th
European Conference on Antennas and Propagation (EuCAP), Dusseldorf,
Germany, 2021, pp. 1-5.
2020 Franceschini, S.; Ambrosanio, M.; Vitale, S.; Baselice, F.; Gifuni, A.;
Grassini, G.; Pascazio, V. Hand Gesture Recognition via Radar Sensors
and Convolutional Neural Networks. 2020 IEEE Radar Conference
(RadarConf20), Florence, Italy, 2020, pp. 1-5.
2020 Ambrosanio, M.; Franceschini, S.; Baselice F.; Pascazio, V. Machine
Learning For Microwave Imaging. 2020 14th European Conference on
Antennas and Propagation (EuCAP), Copenhagen, Denmark, 2020, pp. 1-
4.
2020 Franceschini S.; Ambrosanio M.; Baselice F.; Pascazio V. A Tomographic
Multiview-Multistatic Ultrasound System for Biomedical Imaging
Applications. In BIODEVICES, La Valletta, Malta, 2020 pp. 274-279.
2020 Ambrosanio M.; Franceschini S.; Baselice F.; Pascazio V. Artificial Neural
Networks for Quantitative Microwave Breast Imaging. In BIOIMAGING,
La Valletta, Malta, 2020 pp. 204-208.
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2020 Franceschini S.; Ambrosanio M.; Baselice F. MUHD: A Multi-channel
Ultrasound Prototype for Remote Heartbeat Detection. In BIODEVICES,
La Valletta, Malta, 2020 pp. 57-63.