Respiratory disease diagnosis from lung sounds using BYOL

Respiratory disease diagnosis from lung sounds using BYOL

Bibliographische Detailangaben
Hauptverfasser: Derez, John Ross (VerfasserIn), Macaraig, Manuel Carlo D. (VerfasserIn)
Weitere Verfasser: Naval, Prospero C. Jr (adviser.), Raquel, Carlo R. (adviser.)
Format: Abschlussarbeit
Sprache:English
Veröffentlicht: Quezon City College of Engineering, University of the Philippines Diliman 2025.
Schlagworte:
Respiratory organs > Diseases.
Auscultation.
Self-Supervised Learning (SSL).
Bootstrap Your Own Latent for Audio (BYOL-A).
Convolutional Neural Networks (CNNs).
Recurrent Neural Networks (RNNs).
Support Vector Machines (SVMs).
Online Zugang:Abstract