Maria G. Signorini

Maria G. Signorini

Politecnico di Milano

H-index: 34

Europe-Italy

About Maria G. Signorini

Maria G. Signorini, With an exceptional h-index of 34 and a recent h-index of 21 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of Bioengineering, Biomedical Signal processing, Non linear time series analysis, heart rate variability, fetal heart rate analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Fetal heart rate spectral analysis in raw signals and PRSA-derived curve: normal and pathological fetuses discrimination

Hidden Markov Models for the identification of fetal phases in CTG recordings

Monitoring fetal well-being and delivery outcomes in pregnancies complicated by gestational and pregestational diabetes

Fetal states identification in cardiotocographic tracings through discrete emissions multivariate hidden Markov models

Biomedical engineering technologies and methods in antenatal medicine

Cardiotocography in antenatal fetal monitoring of diabetes-complicated pregnancies

Placental dysfunction in uncomplicated and complicated intrauterine growth restriction by preeclampsia and neonatal outcome

Discriminating Healthy and IUGR fetuses through Machine Learning models

Maria G. Signorini Information

University

Position

Associate Professor Dipartimento di ElettronicaInformazione e Bioingegneria

Citations(all)

5187

Citations(since 2020)

1414

Cited By

4287

hIndex(all)

34

hIndex(since 2020)

21

i10Index(all)

103

i10Index(since 2020)

41

Email

University Profile Page

Politecnico di Milano

Google Scholar

View Google Scholar Profile

Maria G. Signorini Skills & Research Interests

Bioengineering

Biomedical Signal processing

Non linear time series analysis

heart rate variability

fetal heart rate analysis

Top articles of Maria G. Signorini

Title

Journal

Author(s)

Publication Date

Fetal heart rate spectral analysis in raw signals and PRSA-derived curve: normal and pathological fetuses discrimination

Medical & Biological Engineering & Computing

Giulio Steyde

Edoardo Spairani

Giovanni Magenes

Maria G Signorini

2024/2

Hidden Markov Models for the identification of fetal phases in CTG recordings

... NATIONAL CONGRESS OF BIOENGINEERING. PROCEEDINGS.

E Spairani

G Steyde

B Daniele

MG Signorini

G Magenes

2023

Monitoring fetal well-being and delivery outcomes in pregnancies complicated by gestational and pregestational diabetes

Salvatore Tagliaferri

Giulio Steyde

Maria Giuseppina Trinchillo

Marta Campanile

Edoardo Spairani

...

2023/11/25

Fetal states identification in cardiotocographic tracings through discrete emissions multivariate hidden Markov models

Computer Methods and Programs in Biomedicine

Edoardo Spairani

Giulio Steyde

Salvatore Tagliaferri

Maria G Signorini

Giovanni Magenes

2023/10/1

Biomedical engineering technologies and methods in antenatal medicine

Frontiers in Bioengineering and Biotechnology

Giovanni Magenes

Maria G Signorini

2023

Cardiotocography in antenatal fetal monitoring of diabetes-complicated pregnancies

... NATIONAL CONGRESS OF BIOENGINEERING. PROCEEDINGS.

G Steyde

E Spairani

B Daniele

G Magenes

MG Signorini

2023

Placental dysfunction in uncomplicated and complicated intrauterine growth restriction by preeclampsia and neonatal outcome

The Journal of Maternal-Fetal & Neonatal Medicine

Salvatore Tagliaferri

Antonio Travaglino

Antonio Raffone

Gabriele Saccone

Maria Raffaela Campanino

...

2022/12/12

Discriminating Healthy and IUGR fetuses through Machine Learning models

Beniamino Daniele

Giulio Steyde

Edoardo Spairani

Giovanni Magenes

Maria G Signorini

2022/9/27

Influence of Gestational Diabetes on Fetal Heart Rate in Antepartum Cardiotocographic Recordings

Giulio Steyde

Beniamino Daniele

Edoardo Spairani

Giovanni Magenes

Maria Gabriella Signorini

2022/9/4

A deep learning mixed-data type approach for the classification of FHR signals

Frontiers in bioengineering and biotechnology

Edoardo Spairani

Beniamino Daniele

Maria Gabriella Signorini

Giovanni Magenes

2022/8/8

A novel large structured cardiotocographic database

Edoardo Spairani

Beniamino Daniele

Giovanni Magenes

Maria G Signorini

2022/7/11

An integrated approach based on advanced CTG parameters and Doppler measurements for late growth restriction management

BMC Pregnancy and Childbirth

Giuseppina Esposito

Nicolò Pini

Salvatore Tagliaferri

Marta Campanile

Fulvio Zullo

...

2021/12

A machine learning approach to monitor the emergence of late intrauterine growth restriction

Frontiers in Artificial Intelligence

Nicolò Pini

Maristella Lucchini

Giuseppina Esposito

Salvatore Tagliaferri

Marta Campanile

...

2021/3/8

Innovative Technologies and Signal Processing in Perinatal Medicine

Danilo Pani

Chiara Rabotti

Maria Gabriella Signorini

Laura Burattini

2021

Cardiotocography for fetal monitoring: Technical and methodological aspects

Innovative Technologies and Signal Processing in Perinatal Medicine: Volume 1

Giovanni Magenes

Maria G Signorini

2021

Quantification of Acceleration and Deceleration Capacities in Late Fetal Growth Restriction

Nicolò Pini

Maristella Lucchini

Marta Campanile

Massimo W Rivolta

Giovanni Magenes

...

2020/7/15

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

...

2020/7/2

Impact of nuchal cord on antenatal and intrapartum foetal heart rate surveillance and perinatal outcome

Journal of Obstetrics and Gynaecology

Salvatore Tagliaferri

Francesca Giovanna Esposito

Giuseppina Esposito

Gabriele Saccone

Maria Gabriella Signorini

...

2020/4/2

Dataset on linear and non-linear indices for discriminating healthy and IUGR fetuses

Data in brief

Maria G Signorini

Nicolò Pini

Alberto Malovini

Riccardo Bellazzi

Giovanni Magenes

2020/4/1

Integrating machine learning techniques and physiology based heart rate features for antepartum fetal monitoring

Computer methods and programs in biomedicine

Maria G Signorini

Nicolò Pini

Alberto Malovini

Riccardo Bellazzi

Giovanni Magenes

2020/3/1

See List of Professors in Maria G. Signorini University(Politecnico di Milano)