Article

Per-Second, Explainable Obstructive Sleep Apnea Detection from Multimodal Time-Series using Vision Transformer

2025-09-08

Abstract excerpt

<title>Abstract</title> <p>Manual, second-by-second scoring of polysomnography (PSG) is the gold standard for diagnosing obstructive sleep apnea (OSA), yet it is time- and labor-intensive and prone to inter-scorer variability. Existing automated approaches analyze only ≤3 channels and skip second-level annotation, reporting instead the coarse Apnea-Hypopnea Index (AHI) and sacrificing clinical detail and transpar...

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Literature Corpus work: 8eb61df9-7c82-525f-9fe8-13c44276f983
DOI: 10.21203/rs.3.rs-7300086/v1

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