Maria G. Signorini

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 15

Top Topics

Hidden Markov Models

Machine Learning

Spectral Analysis

Top Venues

Medical Biol. Eng. Comput.

Comput. Math. Methods Medicine

Comput. Methods Programs Biomed.

Publications

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)
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)
Beniamino Daniele, Giulio Steyde, Edoardo Spairani, Giovanni Magenes, Maria G. Signorini
Discriminating Healthy and IUGR fetuses through Machine Learning models. BHI (2022)
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)
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)
Maristella Lucchini, Nina Burtchen, William P. Fifer, Maria G. Signorini
Multi-parametric cardiorespiratory analysis in late-preterm, early-term, and full-term infants at birth. Medical Biol. Eng. Comput. 57 (1) (2019)
Nicolò Pini, Maristella Lucchini, William P. Fifer, Maria G. Signorini, Riccardo Barbieri
A Point Process Framework for the Characterization of Sleep States in Early Infancy. EMBC (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)
Nicolò Pini, Maristella Lucchini, William P. Fifer, Nina Burtchen, Maria G. Signorini
Lagged Transfer Entropy Analysis to Investigate Cardiorespiratory Regulation in Newborns during Sleep. BIOSIGNALS (2019)
Nicolò Pini, Maristella Lucchini, William P. Fifer, Michael M. Myers, Maria G. Signorini
Influence of prenatal alcohol and smoke exposure on neonatal vagal tone in response to head-up tilt. EMBC (2018)
Maristella Lucchini, Nicolò Pini, William P. Fifer, Nina Burtchen, Maria G. Signorini
Entropy Information of Cardiorespiratory Dynamics in Neonates during Sleep. Entropy 19 (5) (2017)
Maristella Lucchini, William P. Fifer, Manuela Ferrario, Maria G. Signorini
Feasibility study for the assessment of cardio-respiratory coupling in newborn infants. 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)
Maristella Lucchini, William P. Fifer, Albany Perez, Maria G. Signorini
Influence of sleep state and position on cardio-respiratory regulation in newborn babies. EMBC (2015)
Maristella Lucchini, Maria G. Signorini, William P. Fifer, Rakhesh Sahni
Multi-parametric heart rate analysis in premature babies exposed to sudden infant death syndrome. 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)
Massimo Mischi, Brynjar Karlsson, Maria G. Signorini, M. Ungureanu, Catherine Marque
Pregnancy Monitoring. Comput. Math. Methods Medicine 2014 (2014)
Giuseppe Andreoni, Andrea Fanelli, I. Witkowska, Paolo Perego, Marcello C. Fusca, Marco Mazzola, Maria G. Signorini
Sensor validation for wearable monitoring system in ambulatory monitoring: Application to textile electrodes. PervasiveHealth (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)
Jacopo Lamanna, Antonio Malgaroli, Sergio Cerutti, Maria G. Signorini
Detection of Fractal Behavior in Temporal Series of Synaptic Quantal Release Events: A Feasibility Study. Comput. Intell. Neurosci. 2012 (2012)
Guadalupe Dorantes-Méndez, Federico Aletti, Nicola Toschi, Maria Guerrisi, Filadelfo Coniglione, Mario Dauri, Giuseppe Baselli, Maria G. Signorini, Sergio Cerutti, Manuela Ferrario
Effects of propofol anesthesia induction on the relationship between arterial blood pressure and heart rate. EMBC (2012)
Andrea Fanelli, Maria G. Signorini, Thomas Heldt
Extraction of fetal heart rate from maternal surface ECG with provisions for multiple pregnancies. EMBC (2012)
Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Maria G. Signorini, Carlo Barbieri, Flavio Mari, Emanuele Gatti
Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis. ICDM Workshops (2012)
Jasmine Ion Titapiccolo, Manuela Ferrario, Carlo Barbieri, Daniele Marcelli, Flavio Mari, Emanuele Gatti, Sergio Cerutti, Padhraic Smyth, Maria G. Signorini
Predictive modeling of cardiovascular complications in incident hemodialysis patients. EMBC (2012)
Jasmine Ion Titapiccolo, Sergio Cerutti, Francesco Garzotto, Dinna Cruz, Ulrich Moissl, Ciro Tetta, Maria G. Signorini, Claudio Ronco, Manuela Ferrario
Alteration of autonomic blood pressure control during hemodialysis in peripheral vascular disease patients. EMBC (2011)
Andrea Fanelli, Jasmine Ion Titapiccolo, Federico Esposti, Maddalena Ripamonti, Antonio Malgaroli, Maria G. Signorini
Novel Image Processing Methods for the Analysis of Calcium Dynamics in Glial Cells. IEEE Trans. Biomed. Eng. 58 (9) (2011)
Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Carlo Barbieri, Flavio Mari, Emanuele Gatti, Maria G. Signorini
Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis: Prediction of Cardiovascular Events and Feature Selection using a Random Forest Approach. Int. J. Knowl. Discov. Bioinform. 2 (4) (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)
Maria G. Signorini, Manuela Ferrario, Sergio Cerutti, Giovanni Magenes
Advances in monitoring cardiovascular signals. Contribution of nonlinear signal processing. EMBC (2011)
Jacopo Lamanna, Federico Esposti, Antonio Malgaroli, Maria G. Signorini
Fractal behavior of spontaneous neurotransmitter release: From single-synapse to whole-cell recordings. EMBC (2011)
Guadalupe Dorantes-Méndez, Federico Aletti, Nicola Toschi, Antonio Canichella, Filadelfo Coniglione, Elisabetta Sabato, Florencia della Badia Giussi, Mario Dauri, Alessandro F. Sabato, Maria Guerrisi, Giuseppe Baselli, Maria G. Signorini, Sergio Cerutti, Manuela Ferrario
Estimation of baroreflex sensitivity during anesthesia induction with propofol. EMBC (2011)
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)
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)
Francesca Braga, Stefano Bonacina, Maria G. Signorini
A System for Prevention, Care and Rehabilitation of Subject with Cardiovascular Risk: the Signal Processing Algorithm Library. EMBC (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)
Maria G. Signorini, Manuela Ferrario, Miriam Marchetti, Alessio Marseglia
Nonlinear analysis of Heart Rate Variability signal for the characterization of Cardiac Heart Failure patients. EMBC (2006)
Roberto Sassi, Sergio Cerutti, Katerina Hnatkova, Marek Malik, Maria G. Signorini
HRV scaling exponent identifies postinfarction patients who might benefit from prophylactic treatment with amiodarone. IEEE Trans. Biomed. Eng. 53 (1) (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)
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)
Giovanni Magenes, Maria G. Signorini, Domenico Arduini
Classification of Cardiotocographic Records by Neural Networks. IJCNN (3) (2000)