Research map: Neuroscience-guided bilateral thalamic MRI deep learning for obstructive sleep apnea diagnosis: a dual-center translational study

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  1. Clinical Practice Guideline for Diagnostic Testing for Adult Obstructive Sleep Apnea: An American Academy of Sleep Medicine Clinical Practice Guideline · Vishesh K. Kapur · 2017 · 3269 citations · Cited by this paper
  2. Device-derived sleep metrics and nocturnal heart rate variability for discriminating bipolar from unipolar depressive episodes in adolescents: a retrospective cross-sectional study · 2026 · Related
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  9. Hypoxia-inducible factors and obstructive sleep apnea · Nanduri R. Prabhakar · 2020 · 326 citations · Cited by this paper
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  11. Sleep-disordered Breathing in Hispanic/Latino Individuals of Diverse Backgrounds. The Hispanic Community Health Study/Study of Latinos · Susan S Redline · 2014 · 278 citations · Cited by this paper
  12. Effects of low-intensity secondary theory-based Chatbot intervention for adolescents with digital addictions: protocol for a randomized controlled trial · 2026 · Related
  13. Thalamic dual control of sleep and wakefulness · Thomas C. Gent · 2018 · 255 citations · Cited by this paper
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  15. Evaluation and Management of Adults with Obstructive Sleep Apnea Syndrome · Janet J. Lee · 2021 · 229 citations · Cited by this paper
  16. The molecular and neurochemical basis of altered intrinsic neural timescales in major depressive disorder: a multimodal imaging-transcriptomic investigation of esketamine and sertraline treatment · 2026 · Related
  17. Efficacy of CPAP for Improvements in Sleepiness, Cognition, Mood, and Quality of Life in Elderly Patients With OSA · Gonzalo Labarca T. · 2020 · 110 citations · Cited by this paper
  18. Suicide prevention through a SafetyPlan intervention for patients after a suicide attempt or in a suicidal crisis (SAFETY+): a study protocol of a randomised-controlled trial in acute inpatient psychiatric care · 2026 · Related
  19. Obstructive sleep apnea syndrome and autonomic dysfunction · Carolina Lombardi · 2019 · 106 citations · Cited by this paper
  20. Transdiagnostic child mental health trajectories in Japan: protocol for a nationwide web‑based open cohort study · 2026 · Related
  21. Low-cost solution for rodent home-cage behaviour monitoring · Surjeet Singh · 2019 · 89 citations · Cited by this paper
  22. Dynamic arterial blood gas analysis in conscious, unrestrained C57BL/6J mice during exposure to intermittent hypoxia · Euhan J. Lee · 2008 · 72 citations · Cited by this paper
  23. Obstructive sleep apnea increases the risk of cardiovascular damage: a systematic review and meta-analysis of imaging studies · Mi Lu · 2021 · 47 citations · Cited by this paper
  24. Physiologic Consequences of Upper Airway Obstruction in Sleep Apnea · Ali Azarbarzin · 2024 · 46 citations · Cited by this paper
  25. Predicting Obstructive Sleep Apnea Based on Computed Tomography Scans Using Deep Learning Models · Jeong‐Whun Kim · 2024 · 29 citations · Cited by this paper
  26. Contributions of the left and right thalami to language: A meta-analytic approach · Talat Bulut · 2024 · 21 citations · Cited by this paper
  27. Obstructive sleep apnea and structural and functional brain alterations: a brain-wide investigation from clinical association to genetic causality · Kang Wu · 2025 · 21 citations · Cited by this paper
  28. Intermittent Hypoxia as a Model of Obstructive Sleep Apnea · Mohammad Badran · 2024 · 15 citations · Cited by this paper
  29. Lateralized and Region-Specific Thalamic Processing of Lexical Status during Reading Aloud · Dengyu Wang · 2022 · 11 citations · Cited by this paper
  30. Leptin receptor neurons in the ventral premammillary nucleus modulate emotion-induced insomnia · Xiang-Shan Yuan · 2024 · 11 citations · Cited by this paper
  31. A novel adjustable automated system for inducing chronic intermittent hypoxia in mice · Dora Polšek · 2017 · 8 citations · Cited by this paper
  32. Prevalence of cognitive impairment among adults with obstructive sleep apnea: a systematic review and meta-analysis · Kailin Su · 2025 · 7 citations · Cited by this paper
  33. Prediction of Obstructive Sleep Apnea Using Hypothalamic Radiomics and Machine Learning · Zhenliang Xiong · 2025 · 2 citations · Cited by this paper

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