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

Mountain Rescuers through the computation of Sample Entropy. - Edoardo Spairani; Ana Belén Carballo Leyenda; José A. Rodriguez-Marroyo; Gianluca De Toma; Giovanni Magenes (BSN, 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)

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)

Unsupervised Assessment of Coronary Artery Tortuosity Through Hidden Markov Models. - Michela Ferrari; Edoardo Spairani; Mario Urtis; Antonio Tescari; Maurizia Grasso; Eloisa Arbustini; Giovanni Magenes (AIME (2), 2025)

Deep Learning Driven Classification of Echocardiographic Apical Views: An Approach Based on Variational Autoencoders and Multilayer Perceptrons. - Francesco Podda; Edoardo Spairani; Edoardo Bosco; Michela Ferrari; Marco Piastra; Giulia Matrone; Giovanni Magenes (AIME (1), 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 (AIME (2), 2025)

A Variational Autoencoder Based Framework for Classifying Apical 2-Chamber and 4-Chamber Views. - Edoardo Spairani; Francesco Podda; Edoardo Bosco; Michela Ferrari; Marco Piastra; Giulia Matrone; Giovanni Magenes (MeMeA, 2025)

Automated Septum Detection in Echocardiographic Images Using Hough Transform. - Edoardo Spairani; Francesco Podda; Edoardo Bosco; Michela Ferrari; Marco Piastra; Giulia Matrone; Giovanni Magenes (MeMeA, 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)

AI-based modular warning machine for risk identification in proximity healthcare. - Chiara Razzetta; Shahryar Noei; Federico Barbarossa; Edoardo Spairani; Monica Roascio; Elisa Barbi; Giulia Ciacci; Sara Sommariva; Sabrina Guastavino; Michele Piana; Matteo Lenge; Gabriele Arnulfo; et al. (CoRR, 2025)