Evaluation of automated pediatric sleep stage classification using U-Sleep: a convolutional neural network.
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| Title: | Evaluation of automated pediatric sleep stage classification using U-Sleep: a convolutional neural network. |
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| Authors: | Kevat A; Department of Respiratory and Sleep Medicine, Queensland Children's Hospital, Brisbane, Queensland, Australia.; The University of Queensland, Brisbane, Queensland, Australia., Steinkey R; The University of Queensland, Brisbane, Queensland, Australia., Suresh S; Department of Respiratory and Sleep Medicine, Queensland Children's Hospital, Brisbane, Queensland, Australia.; The University of Queensland, Brisbane, Queensland, Australia., Ruehland WR; Department of Respiratory and Sleep Medicine, Austin Health, Melbourne, Victoria, Australia.; Institute for Sleep and Breathing, Melbourne, Victoria, Australia., Chawla J; Department of Respiratory and Sleep Medicine, Queensland Children's Hospital, Brisbane, Queensland, Australia.; The University of Queensland, Brisbane, Queensland, Australia., Terrill PI; The University of Queensland, Brisbane, Queensland, Australia., Collaro A; Department of Respiratory and Sleep Medicine, Queensland Children's Hospital, Brisbane, Queensland, Australia.; The University of Queensland, Brisbane, Queensland, Australia., Iyer K; The University of Queensland, Brisbane, Queensland, Australia.; Queensland Institute of Medical Research Berghofer Medical Research Institute, Brisbane, Queensland, Australia. |
| Source: | Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine [J Clin Sleep Med] 2025 Feb 01; Vol. 21 (2), pp. 277-285. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: American Academy of Sleep Medicine Country of Publication: Switzerland NLM ID: 101231977 Publication Model: Print Cited Medium: Internet ISSN: 1550-9397 (Electronic) Linking ISSN: 15509389 NLM ISO Abbreviation: J Clin Sleep Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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