KindSleep estimates AHI from oximetry signals with R²=0.917 by first learning interpretable clinical concepts then fusing them with multimodal data, outperforming prior methods on 9,815 patients.
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KindSleep: Knowledge-Informed Diagnosis of Obstructive Sleep Apnea from Oximetry
KindSleep estimates AHI from oximetry signals with R²=0.917 by first learning interpretable clinical concepts then fusing them with multimodal data, outperforming prior methods on 9,815 patients.