Giovanni Magenes

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 23

Top Topics

Machine Learning

Situation Aware

Denoising Algorithm

Top Venues

Comput. Methods Programs Biomed.

Publications

Edoardo Bosco, Giovanni Magenes, Giulia Matrone
Echocardiographic Image Segmentation with Vision Transformers: A Comparative Analysis of Different Loss Functions. MeMeA (2024)
Edoardo Spairani, Giulio Steyde, Luca Subitoni, Giovanni Magenes, Maria G. Signorini
Asemi-Supervised Deep Learning Approach to Automate the Identification of Fetal Behavioral States in Fetal Heart Rate Tracings. MeMeA (2024)
Michela Ferrari, Mario Urtis, Lorenzo Giuliani, Alice Lionetti, Chandra Bortolotto, Francesco Prati, Lorenzo Preda, Eloisa Arbustini, Giovanni Magenes
CATE (Coronary Artery Tortuosity Evaluator): A Semi-Automatic Tool for Quantitative Assessment of Coronary Artery Tortuosity from CT Angiography. MeMeA (2024)
Giulio Steyde, Edoardo Spairani, Giovanni Magenes, Maria G. Signorini
Fetal heart rate spectral analysis in raw signals and PRSA-derived curve: normal and pathological fetuses discrimination. Medical Biol. Eng. Comput. 62 (2) (2024)
Edoardo Spairani, Giulio Steyde, Salvatore Tagliaferri, Maria G. Signorini, Giovanni Magenes
Fetal states identification in cardiotocographic tracings through discrete emissions multivariate hidden Markov models. Comput. Methods Programs Biomed. 240 (2023)
Edoardo Spairani, Beniamino Daniele, Giovanni Magenes, Maria G. Signorini
A Novel Large Structured Cardiotocographic Database. EMBC (2022)
Goran Bijelic, Nerea Briz Iceta, Cedomir Stefanovic, Andreas Morschhauser, Ana Belén Carballo Leyenda, Lucas Paletta, Andreas Falk, Milos Kostic, Matija Strbac, Nikola Jorgovanovic, Gerhard Jobst, Rita Paradiso, Giovanni Magenes, Pablo Fanjul-Bolado, Aleksandar Vujic, Philip Eschenbacher
SixthSense: Smart Integrated Extreme Environment Health Monitor with Sensory Feedback for Enhanced Situation Awareness. BSN (2022)
Beniamino Daniele, Giulio Steyde, Edoardo Spairani, Giovanni Magenes, Maria G. Signorini
Discriminating Healthy and IUGR fetuses through Machine Learning models. BHI (2022)
Edoardo Spairani, Ana Belén Carballo Leyenda, José A. Rodriguez-Marroyo, Gianluca De Toma, Giovanni Magenes
Mountain Rescuers through the computation of Sample Entropy. BSN (2022)
Giulio Steyde, Beniamino Daniele, Edoardo Spairani, Giovanni Magenes, Maria Gabriella Signorini
Influence of Gestational Diabetes on Fetal Heart Rate in Antepartum Cardiotocographic Recordings. CinC (2022)
Anna Vizziello, Laura Galluccio, Maurizio Magarini, Pietro Savazzi, Federico Biglioli, Federico Bolognesi, Francesca Talpo, Gerardo Biella, Giovanni Magenes
An Implantable System for Neural Communication and Stimulation: Design and Implementation. IEEE Commun. Mag. 60 (8) (2022)
Anna Vizziello, Pietro Savazzi, Giovanni Magenes
Electromyography Data Transmission via Galvanic Coupling Intra-body Communication Link. NANOCOM (2021)
Nicolò Pini, Maristella Lucchini, Giuseppina Esposito, Salvatore Tagliaferri, Marta Campanile, Giovanni Magenes, Maria G. Signorini
A Machine Learning Approach to Monitor the Emergence of Late Intrauterine Growth Restriction. Frontiers Artif. Intell. 4 (2021)
Simona Di Meo, Lorenzo Pasotti, Elena Lashkevich, Giovanni Magenes, Marco Pasian, Giulia Matrone
Combining Millimeter-Wave Imaging, Ultrasound and Elastography in a New Multimodal Approach for Breast Cancer Detection: Initial Experimental Results. EMBC (2020)
Anna Vizziello, Pietro Savazzi, Giovanni Magenes, Paolo Gamba
PHY Design and Implementation of a Galvanic Coupling Testbed for Intra-Body Communication Links. IEEE Access 8 (2020)
Maria G. Signorini, Nicolò Pini, Alberto Malovini, Riccardo Bellazzi, Giovanni Magenes
Integrating machine learning techniques and physiology based heart rate features for antepartum fetal monitoring. Comput. Methods Programs Biomed. 185 (2020)
Gloria Castellazzi, Maria Giovanna Cuzzoni, Marina Cotta-Ramusino, Daniele Martinelli, Federica Denaro, Antonio Ricciardi, Paolo Vitali, Nicoletta Anzalone, Sara Bernini, Fulvia Palesi, Elena Sinforiani, Alfredo Costa, Giuseppe Micieli, Egidio D'Angelo, Giovanni Magenes, Claudia A. M. Gandini Wheeler-Kingshott
A Machine Learning Approach for the Differential Diagnosis of Alzheimer and Vascular Dementia Fed by MRI Selected Features. Frontiers Neuroinformatics 14 (2020)
Anna Vizziello, Pietro Savazzi, Farzana Kulsoom, Giovanni Magenes, Paolo Gamba
A Novel Galvanic Coupling Testbed Based on PC Sound Card for Intra-body Communication Links. BODYNETS (2019)
Nicolò Pini, Giovanni Magenes, Andrea Fanelli, Maria G. Signorini
An Efficient Algorithm for the Extraction of Fetal ECG from Standard and Non-Standard Multi Abdominal Maternal Leads. EMBC (2019)
Dawid Gradolewski, Giovanni Magenes, Sven Johansson, Wlodek Kulesza
A Wavelet Transform-Based Neural Network Denoising Algorithm for Mobile Phonocardiography. Sensors 19 (4) (2019)
Giulia Matrone, Alessandro Ramalli, Alessandro Stuart Savoia, Piero Tortoli, Giovanni Magenes
High Frame-Rate, High Resolution Ultrasound Imaging With Multi-Line Transmission and Filtered-Delay Multiply And Sum Beamforming. IEEE Trans. Medical Imaging 36 (2) (2017)
Giulia Matrone, Alessandro Savoia, Giosuè Caliano, Giovanni Magenes
Ultrasound plane-wave imaging with delay multiply and sum beamforming and coherent compounding. EMBC (2016)
Giovanni Magenes, Riccardo Bellazzi, Alberto Malovini, Maria G. Signorini
Comparison of data mining techniques applied to fetal heart rate parameters for the early identification of IUGR fetuses. EMBC (2016)
Salvatore Tagliaferri, Andrea Fanelli, Giuseppina Esposito, Francesca Giovanna Esposito, Giovanni Magenes, Maria Gabriella Signorini, Marta Campanile, Pasquale Martinelli
Evaluation of the Acceleration and Deceleration Phase-Rectified Slope to Detect and Improve IUGR Clinical Management. Comput. Math. Methods Medicine 2015 (2015)
Giulia Matrone, Alessandro Stuart Savoia, Giosuè Caliano, Giovanni Magenes
Ultrasound Synthetic Aperture Focusing with the Delay Multiply and sum beamforming algorithm. EMBC (2015)
Giulia Matrone, Alessandro Savoia, Giosuè Caliano, Giovanni Magenes
The Delay Multiply and Sum Beamforming Algorithm in Ultrasound B-Mode Medical Imaging. IEEE Trans. Medical Imaging 34 (4) (2015)
Giovanni Magenes, Riccardo Bellazzi, Andrea Fanelli, Maria Gabriella Signorini
Multivariate analysis based on linear and non-linear FHR parameters for the identification of IUGR fetuses. EMBC (2014)
Maria G. Signorini, Andrea Fanelli, Giovanni Magenes
Monitoring Fetal Heart Rate during Pregnancy: Contributions from Advanced Signal Processing and Wearable Technology. Comput. Math. Methods Medicine 2014 (2014)
Lorenzo Fassina, Antonio Di Grazia, Fabio Naro, Salvatore Aguanno, Marisa Cornacchione, Maria Gabriella Cusella De Angelis, Francesca Sardi, Giovanni Magenes
Effects of the hydrostatic pressure in in vitro beating cardiac syncytia in terms of kinematics (kinetic energy and beat frequency) and syncytia geometrical-functional classification. EMBC (2013)
Lorenzo Fassina, Livia Visai, Giovanni Magenes, Jorg Schelfhout, Nora Bloise, Federica Riva, Claudia Omes, Maria Antonietta Avanzini, Maria Gabriella Cusella De Angelis, Francesco Benazzo, Manuel Dierick, Luc Van Hoorebeke, Peter Dubruel, Sandra Van Vlierberghe
Ultrasound stimulus to enhance the bone regeneration capability of gelatin cryogels. EMBC (2013)
Andrea Fanelli, Giovanni Magenes, Marta Campanile, Maria G. Signorini
Quantitative Assessment of Fetal Well-Being Through CTG Recordings: A New Parameter Based on Phase-Rectified Signal Average. IEEE J. Biomed. Health Informatics 17 (5) (2013)
Claudia Omes, Lorenzo Fassina, Sandra Van Vlierberghe, Giovanni Magenes, Peter Dubruel, Patrizia Vaghi, Marcella Reguzzoni, Federica Riva
A case of successful interaction between cells derived from human ovarian follicular liquid and gelatin cryogel for biotech and medical applications. EMBC (2013)
Claudia Omes, Lorenzo Fassina, Giovanni Magenes, Daniela Ogliari, Carmine Tinelli, Federica Riva
Biological effects of ultrasound stimulus on cells derived from human ovarian follicular liquid. EMBC (2013)
Davide Curone, Emanuele Lindo Secco, Laura Caldani, Antonio Lanatà, Rita Paradiso, Alessandro Tognetti, Giovanni Magenes
Assessment of Sensing Fire Fighters Uniforms for Physiological Parameter Measurement in Harsh Environment. IEEE Trans. Inf. Technol. Biomed. 16 (3) (2012)
Giulia Matrone, Fabio Quaglia, Giovanni Magenes
Simulating ultrasound fields for 2D phased-array probes design optimization. EMBC (2011)
Matteo Lanati, Davide Curone, Emanuele Lindo Secco, Giovanni Magenes, Paolo Gamba
An Autonomous Long Range Monitoring System For Emergency Operators CoRR (2011)
Andrea Fanelli, Maria G. Signorini, Manuela Ferrario, Paolo Perego, Luca Piccini, Giuseppe Andreoni, Giovanni Magenes
Telefetalcare: A first prototype of a wearable fetal electrocardiograph. EMBC (2011)
Giovanni Magenes, Davide Curone, Emanuele Lindo Secco, Annalisa Bonfiglio
Biosensing and environmental sensing for emergency and protection e-Textiles. EMBC (2011)
Maria G. Signorini, Manuela Ferrario, Sergio Cerutti, Giovanni Magenes
Advances in monitoring cardiovascular signals. Contribution of nonlinear signal processing. EMBC (2011)
Sergio Cerutti, Giovanni Magenes, Paolo Bonato
Guest editorial: special section on smart wearable devices for human health and protection. IEEE Trans. Inf. Technol. Biomed. 14 (3) (2010)
Davide Curone, Gian Mario Bertolotti, Andrea Cristiani, Emanuele Lindo Secco, Giovanni Magenes
A real-time and self-calibrating algorithm based on triaxial accelerometer signals for the detection of human posture and activity. IEEE Trans. Inf. Technol. Biomed. 14 (4) (2010)
Davide Curone, Alessandro Tognetti, Emanuele Lindo Secco, Gaetano Anania, Nicola Carbonaro, Danilo De Rossi, Giovanni Magenes
Heart rate and accelerometer data fusion for activity assessment of rescuers during emergency interventions. IEEE Trans. Inf. Technol. Biomed. 14 (3) (2010)
Davide Curone, Emanuele Lindo Secco, Alessandro Tognetti, Giannicola Loriga, Gabriela Dudnik, Michele Risatti, Rhys Whyte, Annalisa Bonfiglio, Giovanni Magenes
Smart garments for emergency operators: the proeTEX project. IEEE Trans. Inf. Technol. Biomed. 14 (3) (2010)
Manuela Ferrario, Maria G. Signorini, Giovanni Magenes
Complexity analysis of the fetal heart rate variability: early identification of severe intrauterine growth-restricted fetuses. Medical Biol. Eng. Comput. 47 (9) (2009)
Annalisa Bonfiglio, Nicola Carbonaro, Cyril Chuzel, Davide Curone, Gabriela Dudnik, Fabio Germagnoli, David Hatherall, Jean Mark Koller, Thierry Lanier, Giannicola Loriga, Jean Luprano, Giovanni Magenes, Rita Paradiso, Alessandro Tognetti, Guy Voirin, Rhys Waite
Managing Catastrophic Events by Wearable Mobile Systems. Mobile Response (2007)
Stefano Ramat, Deborah Pre, Giovanni Magenes
An internal model of self-motion based on inertial signals. EMBC (2006)
Manuela Ferrario, Maria G. Signorini, Giovanni Magenes, Sergio Cerutti
Comparison of entropy-based regularity estimators: application to the fetal heart rate signal for the identification of fetal distress. IEEE Trans. Biomed. Eng. 53 (1) (2006)
Manuela Ferrario, Maria G. Signorini, Giovanni Magenes
New indexes from the Fetal Heart Rate analysis for the identification of severe intra uterine growth restricted fetuses. EMBC (2006)
Stefano Ramat, Giovanni Magenes
Latency Detection in Motor Responses: A Model-Based Approach With Genetic Algorithm Optimization. IEEE Trans. Biomed. Eng. 53 (10) (2006)
Federico Esposti, Maria G. Signorini, Manuela Ferrario, Giovanni Magenes
Self-similarity behavior characterization of Fetal Heart Rate signal in healthy and Intrauterine Grow Retardated fetuses. EMBC (2006)
George Karraz, Giovanni Magenes
Automatic Classification of Heartbeats using Neural Network Classifier based on a Bayesian Framework. EMBC (2006)
Emanuele Lindo Secco, Luca Valandro, Roberto Caimmi, Giovanni Magenes, Benedetto Salvato
Optimization of two-joint arm movements: a model technique or a result of natural selection? Biol. Cybern. 93 (4) (2005)
Emanuele Lindo Secco, Antonio Visioli, Giovanni Magenes
Minimum jerk motion planning for a prosthetic finger. J. Field Robotics 21 (7) (2004)
Maria G. Signorini, Giovanni Magenes, Sergio Cerutti, Domenico Arduini
Linear and nonlinear parameters for the analysisof fetal heart rate signal from cardiotocographic recordings. IEEE Trans. Biomed. Eng. 50 (3) (2003)
Emanuele Lindo Secco, Giovanni Magenes
A feedforward neural network controlling the movement of a 3-DOF finger. IEEE Trans. Syst. Man Cybern. Part A 32 (3) (2002)
Stefano Ramat, Giovanni Magenes, Roberto Schmid, Daniela Zambarbieri
The Generation of Vestibular Nystagmus: A Neural Network Approach. IJCNN (5) (2000)
Giovanni Magenes, Maria G. Signorini, Domenico Arduini
Classification of Cardiotocographic Records by Neural Networks. IJCNN (3) (2000)
Andrea Caiti, Gaetano Canepa, Danilo De Rossi, Fabio Germagnoli, Giovanni Magenes, Thomas Parisini
Towards the realization of an artificial tactile system: fine-form discrimination by a tensorial tactile sensor array and neural inversion algorithms. IEEE Trans. Syst. Man Cybern. 25 (6) (1995)
Giovanni Magenes, Jean-Louis Vercher, Gabriel M. Gauthier
Hand movement strategies in telecontrolled motion along 2-D trajectories. IEEE Trans. Syst. Man Cybern. 22 (2) (1992)
Jean-Louis Vercher, Gabriel M. Gauthier, Jean-Claude Bertrand, Giovanni Magenes
Bimanual micro manipulator for televideo operation of anthropomorphic robots. SMC (1989)