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Public Health Genomics and Precision Health Knowledge Base (v9.0)
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Public Health Genomics Branch
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Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Heart, Lung, Blood and Sleep Disorders
Last data update: Jun 21, 2024
. (Total: 64207 Documents since 2012)
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A Machine Learning Prediction Model of Adult Obstructive Sleep Apnea Based on Systematically Evaluated Common Clinical Biochemical Indicators.
Jiewei Huang et al. Nat Sci Sleep 2024 16413-428
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Research and application of deep learning-based sleep staging: Data, modeling, validation, and clinical practice.
Huijun Yue et al. Sleep Med Rev 2024 74101897
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Analysis of Changes in Sleep Quality and Patterns after Hip Fracture Using Real Evidence of Artificial Intelligence Linked (REAL) Hip Cohort Data.
Yonghan Cha et al. Medicina (Kaunas) 2023 59(12)
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Machine learning-based predictive modeling of depression in hypertensive populations.
Lee Chiyoung et al. PloS one 2022 17(7) e0272330
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Questionnaire-based exposome-wide association studies (ExWAS) reveal expected and novel risk factors associated with cardiovascular outcomes in the Personalized Environment and Genes Study.
Lee Eunice Y et al. Environmental research 2022 113463
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RobustSleepNet: Transfer learning for automated sleep staging at scale.
Guillot Antoine et al. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society 2021 PP
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Network physiology in insomnia patients: Assessment of relevant changes in network topology with interpretable machine learning models.
Jansen Christoph et al. Chaos (Woodbury, N.Y.) 2019 Dec 29(12) 123129
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Page last reviewed:
Feb 1, 2024
Page last updated:
Jun 21, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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