Giulio Steyde

According to our database, Giulio Steyde authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Does maternal respiration modulate maternal-fetal cardiovascular coupling?

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

Comput. Biol. Medicine, 2026

A robust deep learning framework for automated fetal behavioral state classification: leveraging multi-center datasets to improve antepartum heart rate monitoring.

Giulio Steyde, Isabelle Mueller, Margaret C. Shair, Edoardo Spairani, Luca Subitoni, Marta Campanile, Giovanni Magenes, William P. Fifer, Nicolò Pini, Maria G. Signorini

Biomed. Signal Process. Control., 2026

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

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

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

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., February, 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

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

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

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

2023

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

2022

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

Giulio Steyde, Beniamino Daniele, Edoardo Spairani, Giovanni Magenes, Maria Gabriella Signorini

Proceedings of the Computing in Cardiology, 2022

Discriminating Healthy and IUGR fetuses through Machine Learning models.

Beniamino Daniele, Giulio Steyde, Edoardo Spairani, Giovanni Magenes, Maria G. Signorini

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022