Publications by authors named "Maria G Signorini"

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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 Med· May 2025

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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

Med Biol Eng Comput· February 2024

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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· October 2023

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Editorial: Biomedical engineering technologies and methods in antenatal medicine.
Giovanni Magenes, Maria G Signorini

Front Bioeng Biotechnol· August 2023

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Placental dysfunction in uncomplicated and complicated intrauterine growth restriction by preeclampsia and neonatal outcome.
Salvatore Tagliaferri, Antonio Travaglino, Antonio Raffone, Gabriele Saccone, Maria Raffaela Campanino, Maria Gabriella Signorini

J Matern Fetal Neonatal Med· December 2022

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A deep learning mixed-data type approach for the classification of FHR signals.
Edoardo Spairani, Beniamino Daniele, Maria Gabriella Signorini, Giovanni Magenes

Front Bioeng Biotechnol· August 2022

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A Novel Large Structured Cardiotocographic Database.
Edoardo Spairani, Beniamino Daniele, Giovanni Magenes, Maria G Signorini

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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An integrated approach based on advanced CTG parameters and Doppler measurements for late growth restriction management.
Giuseppina Esposito, Nicolò Pini, Salvatore Tagliaferri, Marta Campanile, Fulvio Zullo, Maria Gabriella Signorini

BMC Pregnancy Childbirth· November 2021

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A Machine Learning Approach to Monitor the Emergence of Late Intrauterine Growth Restriction.
Nicolò Pini, Maristella Lucchini, Giuseppina Esposito, Salvatore Tagliaferri, Marta Campanile, Maria G Signorini

Front Artif Intell· March 2021

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Transfer Entropy Modeling of Newborn Cardiorespiratory Regulation.
Maristella Lucchini, Nicolò Pini, Nina Burtchen, Maria G Signorini, William P Fifer

Front Physiol· August 2020

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Intrapartum cardiotocography with and without computer analysis: a systematic review and meta-analysis of randomized controlled trials.
Marta Campanile, Pietro D'Alessandro, Luigi Della Corte, Gabriele Saccone, Salvatore Tagliaferri, Maria Gabriella Signorini

J Matern Fetal Neonatal Med· July 2020

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Impact of nuchal cord on antenatal and intrapartum foetal heart rate surveillance and perinatal outcome.
Salvatore Tagliaferri, Francesca Giovanna Esposito, Giuseppina Esposito, Gabriele Saccone, Maria Gabriella Signorini

J Obstet Gynaecol· April 2020

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Dataset on linear and non-linear indices for discriminating healthy and IUGR fetuses.
Maria G Signorini, Nicolò Pini, Alberto Malovini, Riccardo Bellazzi, Giovanni Magenes

Data Brief· April 2020

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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· March 2020

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Fetal heart rate monitoring and neonatal outcome in a population of early- and late-onset intrauterine growth restriction.
Francesca G Esposito, Salvatore Tagliaferri, Antonia Giudicepietro, Natascia Giuliano, Giuseppe M Maruotti, Maria G Signorini

J Obstet Gynaecol Res· July 2019

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A Point Process Framework for the Characterization of Sleep States in Early Infancy.
Nicolo Pini, Maristella Lucchini, William P Fifer, Maria G Signorini, Riccardo Barbieri

Annu Int Conf IEEE Eng Med Biol Soc· July 2019

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

Annu Int Conf IEEE Eng Med Biol Soc· July 2019

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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

Med Biol Eng Comput· January 2019

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

Annu Int Conf IEEE Eng Med Biol Soc· July 2018

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Characterization of cardiorespiratory phase synchronization and directionality in late premature and full term infants.
Maristella Lucchini, Nicolò Pini, William P Fifer, Nina Burtchen, Maria G Signorini

Physiol Meas· June 2018

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Monitoring fetal maturation-objectives, techniques and indices of autonomic function.
Dirk Hoyer, Jan Żebrowski, Dirk Cysarz, Hernâni Gonçalves, Adelina Pytlik, Maria G Signorini

Physiol Meas· May 2017

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

Entropy (Basel)· May 2017

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Computerised analysis of antepartum foetal heart parameters: New reference ranges.
Natascia Giuliano, Maria Laura Annunziata, Francesca Giovanna Esposito, Salvatore Tagliaferri, Andrea Di Lieto, Maria Gabriella Signorini

J Obstet Gynaecol· April 2017

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Ethnic analogies and differences in fetal heart rate variability signal: A retrospective study.
Salvatore Tagliaferri, Francesca Giovanna Esposito, Rosa Fagioli, Marco Di Cresce, Lucia Sacchi, Maria Gabriella Signorini

J Obstet Gynaecol Res· February 2017

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

Annu Int Conf IEEE Eng Med Biol Soc· August 2016

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