digital stethoscope recordings 1gradient boosting 1machine learning classification 1pediatric asthma detection 1self-supervised audio representation 1
From the 1 of 2 linked papers with an AI index.
2 papers
eess.AS2026
Self-Supervised Audio Representation Learning for Pediatric Asthma Detection in Emergency Care Using Digital Stethoscope Recordings
Fatemeh Bagheri, Thalia Pandolfi, Ervin Sejdic +1
The paper evaluates pretrained self‑supervised audio models applied to digital stethoscope breath recordings for detecting pediatric asthma in emergency departments, achieving up t…
eess.AS2026
Multi-Phonation Graph Learning with Self-Supervised Speech Embeddings for ALS Detection and Progression Prediction
Behrad TaghiBeyglou, Fatemeh Bagheri, Ervin Sejdic
Amyotrophic lateral sclerosis (ALS) progressively impairs speech motor control, making acoustic analysis a promising biomarker for severity and progression estimation. We propose a…