Maria G. Signorini

46 papers Journal 19Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Does maternal respiration modulate maternal-fetal cardiovascular coupling? Comput. Biol. Medicine Giulio Steyde, Alessandra Galli, Elisabetta Peri, M. Beatrijs van der Hout-van der Jagt, Judith O. E. H. Van Laar, Maria G. Signorini, Massimo Mischi
2025	J	`jnl`	Prediction of IUGR condition at birth by means of CTG recordings and a ResNet model. Comput. Biol. Medicine Edoardo Spairani, Giulio Steyde, Federica Spuri Forotti, Giovanni Magenes, Maria G. Signorini
2025	—	`conf`	Semi-simulated Data for Improving Fetal QRS Detection Using Deep Neural Networks. AIME (2) Giulio Steyde, Alessandra Galli, Andrea Cardinali, Edoardo Spairani, Giovanni Magenes, Maria G. Signorini
2024	—	`conf`	Asemi-Supervised Deep Learning Approach to Automate the Identification of Fetal Behavioral States in Fetal Heart Rate Tracings. MeMeA Edoardo Spairani, Giulio Steyde, Luca Subitoni, Giovanni Magenes, Maria G. Signorini
2024	J	`jnl`	Fetal heart rate spectral analysis in raw signals and PRSA-derived curve: normal and pathological fetuses discrimination. Medical Biol. Eng. Comput. Giulio Steyde, Edoardo Spairani, Giovanni Magenes, Maria G. Signorini
2023	J	`jnl`	Fetal states identification in cardiotocographic tracings through discrete emissions multivariate hidden Markov models. Comput. Methods Programs Biomed. Edoardo Spairani, Giulio Steyde, Salvatore Tagliaferri, Maria G. Signorini, Giovanni Magenes
2022	—	`conf`	A Novel Large Structured Cardiotocographic Database. EMBC Edoardo Spairani, Beniamino Daniele, Giovanni Magenes, Maria G. Signorini
2022	—	`conf`	Discriminating Healthy and IUGR fetuses through Machine Learning models. BHI Beniamino Daniele, Giulio Steyde, Edoardo Spairani, Giovanni Magenes, Maria G. Signorini
2021	J	`jnl`	A Machine Learning Approach to Monitor the Emergence of Late Intrauterine Growth Restriction. Frontiers Artif. Intell. Nicolò Pini, Maristella Lucchini, Giuseppina Esposito, Salvatore Tagliaferri, Marta Campanile, Giovanni Magenes, Maria G. Signorini
2020	J	`jnl`	Integrating machine learning techniques and physiology based heart rate features for antepartum fetal monitoring. Comput. Methods Programs Biomed. Maria G. Signorini, Nicolò Pini, Alberto Malovini, Riccardo Bellazzi, Giovanni Magenes
2019	—	`conf`	A Point Process Framework for the Characterization of Sleep States in Early Infancy. EMBC Nicolò Pini, Maristella Lucchini, William P. Fifer, Maria G. Signorini, Riccardo Barbieri
2019	—	`conf`	An Efficient Algorithm for the Extraction of Fetal ECG from Standard and Non-Standard Multi Abdominal Maternal Leads. EMBC Nicolò Pini, Giovanni Magenes, Andrea Fanelli, Maria G. Signorini
2019	—	`conf`	Lagged Transfer Entropy Analysis to Investigate Cardiorespiratory Regulation in Newborns during Sleep. BIOSIGNALS Nicolò Pini, Maristella Lucchini, William P. Fifer, Nina Burtchen, Maria G. Signorini
2019	J	`jnl`	Multi-parametric cardiorespiratory analysis in late-preterm, early-term, and full-term infants at birth. Medical Biol. Eng. Comput. Maristella Lucchini, Nina Burtchen, William P. Fifer, Maria G. Signorini
2018	—	`conf`	Influence of prenatal alcohol and smoke exposure on neonatal vagal tone in response to head-up tilt. EMBC Nicolò Pini, Maristella Lucchini, William P. Fifer, Michael M. Myers, Maria G. Signorini
2017	J	`jnl`	Entropy Information of Cardiorespiratory Dynamics in Neonates during Sleep. Entropy Maristella Lucchini, Nicolò Pini, William P. Fifer, Nina Burtchen, Maria G. Signorini
2016	—	`conf`	Comparison of data mining techniques applied to fetal heart rate parameters for the early identification of IUGR fetuses. EMBC Giovanni Magenes, Riccardo Bellazzi, Alberto Malovini, Maria G. Signorini
2016	—	`conf`	Feasibility study for the assessment of cardio-respiratory coupling in newborn infants. EMBC Maristella Lucchini, William P. Fifer, Manuela Ferrario, Maria G. Signorini
2015	—	`conf`	Influence of sleep state and position on cardio-respiratory regulation in newborn babies. EMBC Maristella Lucchini, William P. Fifer, Albany Perez, Maria G. Signorini
2014	J	`jnl`	Monitoring Fetal Heart Rate during Pregnancy: Contributions from Advanced Signal Processing and Wearable Technology. Comput. Math. Methods Medicine Maria G. Signorini, Andrea Fanelli, Giovanni Magenes
2014	—	`conf`	Multi-parametric heart rate analysis in premature babies exposed to sudden infant death syndrome. EMBC Maristella Lucchini, Maria G. Signorini, William P. Fifer, Rakhesh Sahni
2014	J	`jnl`	Pregnancy Monitoring. Comput. Math. Methods Medicine Massimo Mischi, Brynjar Karlsson, Maria G. Signorini, M. Ungureanu, Catherine Marque
2013	J	`jnl`	Quantitative Assessment of Fetal Well-Being Through CTG Recordings: A New Parameter Based on Phase-Rectified Signal Average. IEEE J. Biomed. Health Informatics Andrea Fanelli, Giovanni Magenes, Marta Campanile, Maria G. Signorini
2013	—	`conf`	Sensor validation for wearable monitoring system in ambulatory monitoring: Application to textile electrodes. PervasiveHealth Giuseppe Andreoni, Andrea Fanelli, I. Witkowska, Paolo Perego, Marcello C. Fusca, Marco Mazzola, Maria G. Signorini
2012	J	`jnl`	Detection of Fractal Behavior in Temporal Series of Synaptic Quantal Release Events: A Feasibility Study. Comput. Intell. Neurosci. Jacopo Lamanna, Antonio Malgaroli, Sergio Cerutti, Maria G. Signorini
2012	—	`conf`	Effects of propofol anesthesia induction on the relationship between arterial blood pressure and heart rate. EMBC Guadalupe Dorantes-Méndez, Federico Aletti, Nicola Toschi, Maria Guerrisi, Filadelfo Coniglione, Mario Dauri, Giuseppe Baselli, Maria G. Signorini, Sergio Cerutti, Manuela Ferrario
2012	—	`conf`	Extraction of fetal heart rate from maternal surface ECG with provisions for multiple pregnancies. EMBC Andrea Fanelli, Maria G. Signorini, Thomas Heldt
2012	—	`conf`	Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis. ICDM Workshops Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Maria G. Signorini, Carlo Barbieri, Flavio Mari, Emanuele Gatti
2012	—	`conf`	Predictive modeling of cardiovascular complications in incident hemodialysis patients. EMBC Jasmine Ion Titapiccolo, Manuela Ferrario, Carlo Barbieri, Daniele Marcelli, Flavio Mari, Emanuele Gatti, Sergio Cerutti, Padhraic Smyth, Maria G. Signorini
2011	—	`conf`	Advances in monitoring cardiovascular signals. Contribution of nonlinear signal processing. EMBC Maria G. Signorini, Manuela Ferrario, Sergio Cerutti, Giovanni Magenes
2011	—	`conf`	Alteration of autonomic blood pressure control during hemodialysis in peripheral vascular disease patients. EMBC Jasmine Ion Titapiccolo, Sergio Cerutti, Francesco Garzotto, Dinna Cruz, Ulrich Moissl, Ciro Tetta, Maria G. Signorini, Claudio Ronco, Manuela Ferrario
2011	—	`conf`	Estimation of baroreflex sensitivity during anesthesia induction with propofol. EMBC 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
2011	—	`conf`	Fractal behavior of spontaneous neurotransmitter release: From single-synapse to whole-cell recordings. EMBC Jacopo Lamanna, Federico Esposti, Antonio Malgaroli, Maria G. Signorini
2011	J	`jnl`	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. Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Carlo Barbieri, Flavio Mari, Emanuele Gatti, Maria G. Signorini
2011	J	`jnl`	Novel Image Processing Methods for the Analysis of Calcium Dynamics in Glial Cells. IEEE Trans. Biomed. Eng. Andrea Fanelli, Jasmine Ion Titapiccolo, Federico Esposti, Maddalena Ripamonti, Antonio Malgaroli, Maria G. Signorini
2011	—	`conf`	Telefetalcare: A first prototype of a wearable fetal electrocardiograph. EMBC Andrea Fanelli, Maria G. Signorini, Manuela Ferrario, Paolo Perego, Luca Piccini, Giuseppe Andreoni, Giovanni Magenes
2009	J	`jnl`	Complexity analysis of the fetal heart rate variability: early identification of severe intrauterine growth-restricted fetuses. Medical Biol. Eng. Comput. Manuela Ferrario, Maria G. Signorini, Giovanni Magenes
2006	—	`conf`	A System for Prevention, Care and Rehabilitation of Subject with Cardiovascular Risk: the Signal Processing Algorithm Library. EMBC Francesca Braga, Stefano Bonacina, Maria G. Signorini
2006	J	`jnl`	Comparison of entropy-based regularity estimators: application to the fetal heart rate signal for the identification of fetal distress. IEEE Trans. Biomed. Eng. Manuela Ferrario, Maria G. Signorini, Giovanni Magenes, Sergio Cerutti
2006	J	`jnl`	HRV scaling exponent identifies postinfarction patients who might benefit from prophylactic treatment with amiodarone. IEEE Trans. Biomed. Eng. Roberto Sassi, Sergio Cerutti, Katerina Hnatkova, Marek Malik, Maria G. Signorini
2006	—	`conf`	New indexes from the Fetal Heart Rate analysis for the identification of severe intra uterine growth restricted fetuses. EMBC Manuela Ferrario, Maria G. Signorini, Giovanni Magenes
2006	—	`conf`	Nonlinear analysis of Heart Rate Variability signal for the characterization of Cardiac Heart Failure patients. EMBC Maria G. Signorini, Manuela Ferrario, Miriam Marchetti, Alessio Marseglia
2006	—	`conf`	Self-similarity behavior characterization of Fetal Heart Rate signal in healthy and Intrauterine Grow Retardated fetuses. EMBC Federico Esposti, Maria G. Signorini, Manuela Ferrario, Giovanni Magenes
2003	J	`jnl`	Linear and nonlinear parameters for the analysisof fetal heart rate signal from cardiotocographic recordings. IEEE Trans. Biomed. Eng. Maria G. Signorini, Giovanni Magenes, Sergio Cerutti, Domenico Arduini
2000	—	`conf`	Classification of Cardiotocographic Records by Neural Networks. IJCNN (3) Giovanni Magenes, Maria G. Signorini, Domenico Arduini
1993	J	`jnl`	Time-variant power spectrum analysis for the detection of transient episodes in HRV signal. IEEE Trans. Biomed. Eng. Anna M. Bianchi, Luca T. Mainardi, Ettore Petrucci, Maria G. Signorini, Mauro Mainardi, Sergio Cerutti