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Journal Articles
- 2024
[j19]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): 437-447 (2024)- 2023
- [j18]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: 107736 (2023) - 2021
- [j17]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: 622616 (2021) - 2020
- [j16]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: 105015 (2020) - 2019
- [j15]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): 99-106 (2019) - 2017
- [j14]Maristella Lucchini, Nicolò Pini, William P. Fifer, Nina Burtchen, Maria G. Signorini:
Entropy Information of Cardiorespiratory Dynamics in Neonates during Sleep. Entropy 19(5): 225 (2017) - 2015
- [j13]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: 236896:1-236896:9 (2015) - 2014
- [j12]Massimo Mischi, Brynjar Karlsson, Maria G. Signorini, M. Ungureanu, Catherine Marque:
Pregnancy Monitoring. Comput. Math. Methods Medicine 2014: 507613:1-507613:2 (2014) - [j11]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: 707581:1-707581:10 (2014) - 2013
- [j10]Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Carlo Barbieri, Flavio Mari, Emanuele Gatti, Maria Gabriella Signorini:
Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients. Expert Syst. Appl. 40(11): 4679-4686 (2013) - [j9]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): 959-966 (2013) - 2012
- [j8]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: 704673:1-704673:9 (2012) - 2011
- [j7]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): 1-17 (2011) - [j6]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): 2640-2647 (2011) - 2009
- [j5]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): 911-919 (2009) - 2006
- [j4]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): 103-110 (2006) - [j3]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): 119-125 (2006) - 2003
- [j2]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): 365-374 (2003) - 1993
- [j1]Anna M. Bianchi, Luca T. Mainardi, Ettore Petrucci, Maria G. Signorini, Mauro Mainardi, Sergio Cerutti:
Time-variant power spectrum analysis for the detection of transient episodes in HRV signal. IEEE Trans. Biomed. Eng. 40(2): 136-144 (1993)
Conference and Workshop Papers
- 2024
- [c30]Edoardo Maria Polo, Andrea Farabbi, Maja Milekic, Giulio Steyde, Maria Gabriella Signorini, Patrícia Figueiredo, Luca T. Mainardi, Riccardo Barbieri:
Subject-Specific Feature Identification of Arousal and Valence Based on EEG. MeMeA 2024: 1-6 - [c29]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: 1-6 - 2022
- [c28]Beniamino Daniele, Giulio Steyde, Edoardo Spairani, Giovanni Magenes, Maria G. Signorini:
Discriminating Healthy and IUGR fetuses through Machine Learning models. BHI 2022: 1-4 - [c27]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: 1-4 - [c26]Edoardo Spairani, Beniamino Daniele, Giovanni Magenes, Maria G. Signorini:
A Novel Large Structured Cardiotocographic Database. EMBC 2022: 1375-1378 - 2019
- [c25]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: 139-146 - [c24]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: 3645-3648 - [c23]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: 5717-5720 - 2018
- [c22]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: 5874-5877 - 2016
- [c21]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: 916-919 - [c20]Maristella Lucchini, William P. Fifer, Manuela Ferrario, Maria G. Signorini:
Feasibility study for the assessment of cardio-respiratory coupling in newborn infants. EMBC 2016: 5509-5512 - 2015
- [c19]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: 302-305 - 2014
- [c18]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: 1868-1871 - [c17]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: 6389-6392 - 2013
- [c16]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: 169-175 - 2012
- [c15]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: 2835-2838 - [c14]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: 3943-3946 - [c13]Andrea Fanelli, Maria G. Signorini, Thomas Heldt:
Extraction of fetal heart rate from maternal surface ECG with provisions for multiple pregnancies. EMBC 2012: 6165-6168 - [c12]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: 99-106 - 2011
- [c11]Jacopo Lamanna, Federico Esposti, Antonio Malgaroli, Maria G. Signorini:
Fractal behavior of spontaneous neurotransmitter release: From single-synapse to whole-cell recordings. EMBC 2011: 3346-3349 - [c10]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: 3788-3791 - [c9]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: 5511-5514 - [c8]Maria G. Signorini, Manuela Ferrario, Sergio Cerutti, Giovanni Magenes:
Advances in monitoring cardiovascular signals. Contribution of nonlinear signal processing. EMBC 2011: 6568-6571 - [c7]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: 6899-6902 - 2006
- [c6]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: 1458-1461 - [c5]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: 3431-3434 - [c4]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: 5230-5233 - [c3]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: 6157-6160 - [c2]Federico Esposti, Maria Gabriella Signorini:
Evaluation of a blind method for the estimation of Hurst's exponent in time series. EUSIPCO 2006: 1-5 - 2000
- [c1]Giovanni Magenes, Maria G. Signorini, Domenico Arduini:
Classification of Cardiotocographic Records by Neural Networks. IJCNN (3) 2000: 637-641
Data and Artifacts
- 2020
- [d1]Nicolò Pini, Maristella Lucchini, Giuseppina Esposito, Marta Campanile, Giovanni Magenes, Maria G. Signorini:
Fetal Heart Rate Features of Healthy and Late IUGR Fetuses. IEEE DataPort, 2020
Coauthor Index
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last updated on 2024-11-14 22:04 CET by the dblp team
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