Author

Manuel Casal-Guisande

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Open access Oct 2026

Convolutional Neural Networks for Sleep Apnea Detection from Electrocardiographic Signals

A convolutional neural network (CNN)-based intelligent system for the automatic detection of OSA events from single-lead electrocardiogram (ECG) signals is proposed, providing an effective, simple, and reproducible approach for automatic OSA detection.

Julia López-Canay, Paloma Gómez-Zabal, A. Fernández-García et al. · Electronics · 0 citations

Review Open access Jul 2026

Artificial intelligence for lung ultrasound interpretation: a systematic review

The development of AI systems to support LUS interpretation shows high potential; however, current studies exhibit significant heterogeneity in their objectives, methodologies, and evaluation metrics.

Julia López-Canay, Alberto Fernández-Villar, Cristina Ramos-Hernández et al. · Frontiers in Radiology · 1 citation