Pediatric SleepNet: A Deep Learning Network for Reliable Pediatric Sleep Staging Across Developmental Stages

20260 citationsJournal Article

Authors

Ayush Tripathi · Beth Israel Deaconess Medical Center

Arnav Gupta · Beth Israel Deaconess Medical Center

Wolfgang Ganglberger · Beth Israel Deaconess Medical Center

Samuel T. Waters · Beth Israel Deaconess Medical Center

Haoqi Sun · Beth Israel Deaconess Medical Center

Samaneh Nasiri · Beth Israel Deaconess Medical Center

Ayan Mitra

Abstract

pediatric SleepNet demonstrates reliable sleep staging across pediatric development. Its robust performance across age, disease, and external datasets supports its potential for clinical and research use in pediatric sleep medicine.

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Published in: SLEEP

DOI: 10.1093/sleep/zsag064

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Pediatric SleepNet: A Deep Learning Network for Reliable Pediatric Sleep Staging Across Developmental Stages

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Abstract

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