STEYDE, GIULIO
STEYDE, GIULIO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A multidimensional ensemble pipeline for early detection of IUGR condition through CTG
2026-01-01 Spairani, Edoardo; Steyde, Giulio; Podda, Francesco; Signorini, Maria G.; Magenes, Giovanni
A robust deep learning framework for automated fetal behavioral state classification: leveraging multi-center datasets to improve antepartum heart rate monitoring
2026-01-01 Steyde, Giulio; Mueller, Isabelle; Shair, Margaret C.; Spairani, Edoardo; Subitoni, Luca; Campanile, Marta; Magenes, Giovanni; Fifer, William P.; Pini, Nicolò; Signorini, Maria G.
Does maternal respiration modulate maternal-fetal cardiovascular coupling?
2026-01-01 Steyde, G.; Galli, A.; Peri, E.; Van der Hout-van der Jagt, M. B.; Van Laar, J. O. E. H.; Signorini, M. G.; Mischi, M.
Fetal heart rate spectral analysis in raw signals and PRSA-derived curve: normal and pathological fetuses discrimination
2024-01-01 Steyde, G; Spairani, E; Magenes, G; Signorini, Mg
Fetal states identification in cardiotocographic tracings through discrete emissions multivariate hidden markov models
2023-01-01 Spairani, Edoardo; Steyde, Giulio; Tagliaferri, Salvatore; Signorini, Maria Gabriella; Magenes, Giovanni
Predicting Intrapartum Acidemia: A Review of Approaches Based on Fetal Heart Rate
2026-01-01 Varisco, Gabriele; Steyde, Giulio; Peri, Elisabetta; Hoogendoorn, Iris; Signorini, Maria G.; Van Laar, Judith O. E. H.; Mischi, Massimo; van der Hout-van der Jagt, Marieke B.
Prediction of IUGR condition at birth by means of CTG recordings and a ResNet model
2025-01-01 Spairani, Edoardo; Steyde, Giulio; Spuri Forotti, Federica; Magenes, Giovanni; Signorini, Maria G.