Time-variant power spectrum analysis for the detection of transient episodes in HRV signal. - Anna M. Bianchi; Luca T. Mainardi; Ettore Petrucci; Maria G. Signorini; Mauro Mainardi; Sergio Cerutti (IEEE Trans. Biomed. Eng., 1993)

Classification of Cardiotocographic Records by Neural Networks. - Giovanni Magenes; Maria G. Signorini; Domenico Arduini (IJCNN (3), 2000)

Linear and nonlinear parameters for the analysisof fetal heart rate signal from cardiotocographic recordings. - Maria G. Signorini; Giovanni Magenes; Sergio Cerutti; Domenico Arduini (IEEE Trans. Biomed. Eng., 2003)

A System for Prevention, Care and Rehabilitation of Subject with Cardiovascular Risk: the Signal Processing Algorithm Library. - Francesca Braga; Stefano Bonacina; Maria G. Signorini (EMBC, 2006)

Self-similarity behavior characterization of Fetal Heart Rate signal in healthy and Intrauterine Grow Retardated fetuses. - Federico Esposti; Maria G. Signorini; Manuela Ferrario; Giovanni Magenes (EMBC, 2006)

New indexes from the Fetal Heart Rate analysis for the identification of severe intra uterine growth restricted fetuses. - Manuela Ferrario; Maria G. Signorini; Giovanni Magenes (EMBC, 2006)

Nonlinear analysis of Heart Rate Variability signal for the characterization of Cardiac Heart Failure patients. - Maria G. Signorini; Manuela Ferrario; Miriam Marchetti; Alessio Marseglia (EMBC, 2006)

Evaluation of a blind method for the estimation of Hurst's exponent in time series. - Federico Esposti; Maria Gabriella Signorini (EUSIPCO, 2006)

Comparison of entropy-based regularity estimators: application to the fetal heart rate signal for the identification of fetal distress. - Manuela Ferrario; Maria G. Signorini; Giovanni Magenes; Sergio Cerutti (IEEE Trans. Biomed. Eng., 2006)

HRV scaling exponent identifies postinfarction patients who might benefit from prophylactic treatment with amiodarone. - Roberto Sassi; Sergio Cerutti; Katerina Hnatkova; Marek Malik; Maria G. Signorini (IEEE Trans. Biomed. Eng., 2006)

Complexity analysis of the fetal heart rate variability: early identification of severe intrauterine growth-restricted fetuses. - Manuela Ferrario; Maria G. Signorini; Giovanni Magenes (Medical Biol. Eng. Comput., 2009)

Estimation of baroreflex sensitivity during anesthesia induction with propofol. - 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; et al. (EMBC, 2011)

Telefetalcare: A first prototype of a wearable fetal electrocardiograph. - Andrea Fanelli; Maria G. Signorini; Manuela Ferrario; Paolo Perego; Luca Piccini; Giuseppe Andreoni; Giovanni Magenes (EMBC, 2011)

Fractal behavior of spontaneous neurotransmitter release: From single-synapse to whole-cell recordings. - Jacopo Lamanna; Federico Esposti; Antonio Malgaroli; Maria G. Signorini (EMBC, 2011)

Advances in monitoring cardiovascular signals. Contribution of nonlinear signal processing. - Maria G. Signorini; Manuela Ferrario; Sergio Cerutti; Giovanni Magenes (EMBC, 2011)

Alteration of autonomic blood pressure control during hemodialysis in peripheral vascular disease patients. - Jasmine Ion Titapiccolo; Sergio Cerutti; Francesco Garzotto; Dinna Cruz; Ulrich Moissl; Ciro Tetta; Maria G. Signorini; Claudio Ronco; Manuela Ferrario (EMBC, 2011)

Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis: Prediction of Cardiovascular Events and Feature Selection using a Random Forest Approach. - Jasmine Ion Titapiccolo; Manuela Ferrario; Sergio Cerutti; Carlo Barbieri; Flavio Mari; Emanuele Gatti; Maria G. Signorini (Int. J. Knowl. Discov. Bioinform., 2011)

Novel Image Processing Methods for the Analysis of Calcium Dynamics in Glial Cells. - Andrea Fanelli; Jasmine Ion Titapiccolo; Federico Esposti; Maddalena Ripamonti; Antonio Malgaroli; Maria G. Signorini (IEEE Trans. Biomed. Eng., 2011)

Effects of propofol anesthesia induction on the relationship between arterial blood pressure and heart rate. - Guadalupe Dorantes-Méndez; Federico Aletti; Nicola Toschi; Maria Guerrisi; Filadelfo Coniglione; Mario Dauri; Giuseppe Baselli; Maria G. Signorini; Sergio Cerutti; Manuela Ferrario (EMBC, 2012)

Extraction of fetal heart rate from maternal surface ECG with provisions for multiple pregnancies. - Andrea Fanelli; Maria G. Signorini; Thomas Heldt (EMBC, 2012)

Predictive modeling of cardiovascular complications in incident hemodialysis patients. - Jasmine Ion Titapiccolo; Manuela Ferrario; Carlo Barbieri; Daniele Marcelli; Flavio Mari; Emanuele Gatti; Sergio Cerutti; Padhraic Smyth; Maria G. Signorini (EMBC, 2012)

Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis. - Jasmine Ion Titapiccolo; Manuela Ferrario; Sergio Cerutti; Maria G. Signorini; Carlo Barbieri; Flavio Mari; Emanuele Gatti (ICDM Workshops, 2012)

Detection of Fractal Behavior in Temporal Series of Synaptic Quantal Release Events: A Feasibility Study. - Jacopo Lamanna; Antonio Malgaroli; Sergio Cerutti; Maria G. Signorini (Comput. Intell. Neurosci., 2012)

Sensor validation for wearable monitoring system in ambulatory monitoring: Application to textile electrodes. - Giuseppe Andreoni; Andrea Fanelli; I. Witkowska; Paolo Perego; Marcello C. Fusca; Marco Mazzola; Maria G. Signorini (PervasiveHealth, 2013)

Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients. - Jasmine Ion Titapiccolo; Manuela Ferrario; Sergio Cerutti; Carlo Barbieri; Flavio Mari; Emanuele Gatti; Maria Gabriella Signorini (Expert Syst. Appl., 2013)

Quantitative Assessment of Fetal Well-Being Through CTG Recordings: A New Parameter Based on Phase-Rectified Signal Average. - Andrea Fanelli; Giovanni Magenes; Marta Campanile; Maria G. Signorini (IEEE J. Biomed. Health Informatics, 2013)

Multi-parametric heart rate analysis in premature babies exposed to sudden infant death syndrome. - Maristella Lucchini; Maria G. Signorini; William P. Fifer; Rakhesh Sahni (EMBC, 2014)

Multivariate analysis based on linear and non-linear FHR parameters for the identification of IUGR fetuses. - Giovanni Magenes; Riccardo Bellazzi; Andrea Fanelli; Maria Gabriella Signorini (EMBC, 2014)

Pregnancy Monitoring. - Massimo Mischi; Brynjar Karlsson; Maria G. Signorini; M. Ungureanu; Catherine Marque (Comput. Math. Methods Medicine, 2014)

Monitoring Fetal Heart Rate during Pregnancy: Contributions from Advanced Signal Processing and Wearable Technology. - Maria G. Signorini; Andrea Fanelli; Giovanni Magenes (Comput. Math. Methods Medicine, 2014)

Influence of sleep state and position on cardio-respiratory regulation in newborn babies. - Maristella Lucchini; William P. Fifer; Albany Perez; Maria G. Signorini (EMBC, 2015)

Evaluation of the Acceleration and Deceleration Phase-Rectified Slope to Detect and Improve IUGR Clinical Management. - Salvatore Tagliaferri; Andrea Fanelli; Giuseppina Esposito; Francesca Giovanna Esposito; Giovanni Magenes; Maria Gabriella Signorini; Marta Campanile; Pasquale Martinelli (Comput. Math. Methods Medicine, 2015)

Feasibility study for the assessment of cardio-respiratory coupling in newborn infants. - Maristella Lucchini; William P. Fifer; Manuela Ferrario; Maria G. Signorini (EMBC, 2016)

Comparison of data mining techniques applied to fetal heart rate parameters for the early identification of IUGR fetuses. - Giovanni Magenes; Riccardo Bellazzi; Alberto Malovini; Maria G. Signorini (EMBC, 2016)

Entropy Information of Cardiorespiratory Dynamics in Neonates during Sleep. - Maristella Lucchini; Nicolò Pini; William P. Fifer; Nina Burtchen; Maria G. Signorini (Entropy, 2017)

Influence of prenatal alcohol and smoke exposure on neonatal vagal tone in response to head-up tilt. - Nicolò Pini; Maristella Lucchini; William P. Fifer; Michael M. Myers; Maria G. Signorini (EMBC, 2018)

Lagged Transfer Entropy Analysis to Investigate Cardiorespiratory Regulation in Newborns during Sleep. - Nicolò Pini; Maristella Lucchini; William P. Fifer; Nina Burtchen; Maria G. Signorini (BIOSIGNALS, 2019)

A Point Process Framework for the Characterization of Sleep States in Early Infancy. - Nicolò Pini; Maristella Lucchini; William P. Fifer; Maria G. Signorini; Riccardo Barbieri (EMBC, 2019)

An Efficient Algorithm for the Extraction of Fetal ECG from Standard and Non-Standard Multi Abdominal Maternal Leads. - Nicolò Pini; Giovanni Magenes; Andrea Fanelli; Maria G. Signorini (EMBC, 2019)

Multi-parametric cardiorespiratory analysis in late-preterm, early-term, and full-term infants at birth. - Maristella Lucchini; Nina Burtchen; William P. Fifer; Maria G. Signorini (Medical Biol. Eng. Comput., 2019)

Integrating machine learning techniques and physiology based heart rate features for antepartum fetal monitoring. - Maria G. Signorini; Nicolò Pini; Alberto Malovini; Riccardo Bellazzi; Giovanni Magenes (Comput. Methods Programs Biomed., 2020)

Fetal Heart Rate Features of Healthy and Late IUGR Fetuses. - Nicolò Pini; Maristella Lucchini; Giuseppina Esposito; Marta Campanile; Giovanni Magenes; Maria G. Signorini (IEEE DataPort, 2020)

A Machine Learning Approach to Monitor the Emergence of Late Intrauterine Growth Restriction. - Nicolò Pini; Maristella Lucchini; Giuseppina Esposito; Salvatore Tagliaferri; Marta Campanile; Giovanni Magenes; Maria G. Signorini (Frontiers Artif. Intell., 2021)

Discriminating Healthy and IUGR fetuses through Machine Learning models. - Beniamino Daniele; Giulio Steyde; Edoardo Spairani; Giovanni Magenes; Maria G. Signorini (BHI, 2022)

Influence of Gestational Diabetes on Fetal Heart Rate in Antepartum Cardiotocographic Recordings. - Giulio Steyde; Beniamino Daniele; Edoardo Spairani; Giovanni Magenes; Maria Gabriella Signorini (CinC, 2022)

A Novel Large Structured Cardiotocographic Database. - Edoardo Spairani; Beniamino Daniele; Giovanni Magenes; Maria G. Signorini (EMBC, 2022)

Fetal states identification in cardiotocographic tracings through discrete emissions multivariate hidden Markov models. - Edoardo Spairani; Giulio Steyde; Salvatore Tagliaferri; Maria G. Signorini; Giovanni Magenes (Comput. Methods Programs Biomed., 2023)

Subject-Specific Feature Identification of Arousal and Valence Based on EEG. - Edoardo Maria Polo; Andrea Farabbi; Maja Milekic; Giulio Steyde; Maria Gabriella Signorini; Patrícia Figueiredo; Luca T. Mainardi; Riccardo Barbieri (MeMeA, 2024)

Asemi-Supervised Deep Learning Approach to Automate the Identification of Fetal Behavioral States in Fetal Heart Rate Tracings. - Edoardo Spairani; Giulio Steyde; Luca Subitoni; Giovanni Magenes; Maria G. Signorini (MeMeA, 2024)

Fetal heart rate spectral analysis in raw signals and PRSA-derived curve: normal and pathological fetuses discrimination. - Giulio Steyde; Edoardo Spairani; Giovanni Magenes; Maria G. Signorini (Medical Biol. Eng. Comput., 2024)

Semi-simulated Data for Improving Fetal QRS Detection Using Deep Neural Networks. - Giulio Steyde; Alessandra Galli; Andrea Cardinali; Edoardo Spairani; Giovanni Magenes; Maria G. Signorini (AIME (2), 2025)

Prediction of IUGR condition at birth by means of CTG recordings and a ResNet model. - Edoardo Spairani; Giulio Steyde; Federica Spuri Forotti; Giovanni Magenes; Maria G. Signorini (Comput. Biol. Medicine, 2025)