Research map: Cardiovascular Disease, Sleep-Disordered Breathing, and Artificial Intelligence: From Neutral Trials to Precision Sleep Cardiology

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Papers in this map

  1. Dissecting racial bias in an algorithm used to manage the health of populations · Ziad Obermeyer · 2019 · 7041 citations · Cited by this paper
  2. Predictors of Outcomes in Patients With Clinically Suspected Myocarditis: Analysis From a Single Center Registry · 2026 · Related
  3. Prospective Study of the Association between Sleep-Disordered Breathing and Hypertension · Paul E. Peppard · 2000 · 5003 citations · Cited by this paper
  4. Bayes Syndrome and Myocardial Fibrosis: Mechanistic Links and Clinical Implications · 2026 · Related
  5. Long-term cardiovascular outcomes in men with obstructive sleep apnoea-hypopnoea with or without treatment with continuous positive airway pressure: an observational study · José María Marín · 2005 · 4692 citations · Cited by this paper
  6. Exploration of the Pathogenesis and Treatment of Heart Failure · 2026 · Related
  7. Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis · Adam Benjafield · 2019 · 4313 citations · Cited by this paper
  8. Potential Relationship Between Ferroptosis and Pyroptosis in Myocardial Ischemia/Reperfusion Injury: Molecular Mechanisms and Therapeutic Targets · 2026 · Related
  9. Key challenges for delivering clinical impact with artificial intelligence · Christopher J. Kelly · 2019 · 3052 citations · Cited by this paper
  10. Cost Impact of a Coronary Computed Tomography Angiography-Based Diagnostic Pathway for Low-Risk Chest Pain in the Emergency Department · 2026 · Related
  11. FRAX™ and the assessment of fracture probability in men and women from the UK · John А. Kanis · 2008 · 2469 citations · Cited by this paper
  12. Reframing Benign Prostatic Hyperplasia as a Cardiometabolic Condition: Should BPH Be Considered a Metabolic Disease? · 2026 · Related
  13. Explainability for artificial intelligence in healthcare: a multidisciplinary perspective · Julia Amann · 2020 · 2171 citations · Cited by this paper
  14. Cardiovascular Toxicity of BTKi in Chronic B-Cell Malignancies · 2026 · Related
  15. CPAP for Prevention of Cardiovascular Events in Obstructive Sleep Apnea · R. Doug McEvoy · 2016 · 2100 citations · Cited by this paper
  16. Poor Distal Left Atrial Appendage Opacification on Early-Phase Cardiac CTA and Association With Arterial Thromboembolism · 2026 · Related
  17. Scientific discovery in the age of artificial intelligence · Hanchen Wang · 2023 · 1791 citations · Cited by this paper
  18. Pericardial Diseases in Cardiovascular Medicine: Contemporary Diagnosis, Risk Stratification, Multimodality Imaging, and Targeted Anti-Inflammatory Therapy · 2026 · Related
  19. Sleep Apnea · Shahrokh Javaheri · 2017 · 1451 citations · Cited by this paper
  20. Prophylactic Methylprednisolone in Neonatal On-Pump Cardiac Surgery · 2026 · Related
  21. Obstructive Sleep Apnea and Cardiovascular Disease: A Scientific Statement From the American Heart Association · Yerem Yeghiazarians · 2021 · 1418 citations · Cited by this paper
  22. Continuous Positive Airway Pressure for Central Sleep Apnea and Heart Failure · Thomas Douglas Bradley · 2005 · 1193 citations · Cited by this paper
  23. Association of Atrial Fibrillation and Obstructive Sleep Apnea · Apoor Suresh Gami · 2004 · 1154 citations · Cited by this paper
  24. Adaptive Servo-Ventilation for Central Sleep Apnea in Systolic Heart Failure · Martín Cowie · 2015 · 1109 citations · Cited by this paper
  25. The National Sleep Research Resource: towards a sleep data commons · Guo‐Qiang Zhang · 2018 · 942 citations · Cited by this paper
  26. The hypoxic burden of sleep apnoea predicts cardiovascular disease-related mortality: the Osteoporotic Fractures in Men Study and the Sleep Heart Health Study · Ali Azarbarzin · 2018 · 865 citations · Cited by this paper
  27. Effect of Positive Airway Pressure on Cardiovascular Outcomes in Coronary Artery Disease Patients with Nonsleepy Obstructive Sleep Apnea. The RICCADSA Randomized Controlled Trial · Yüksel Peker · 2016 · 761 citations · Cited by this paper
  28. Effect of obstructive sleep apnoea and its treatment with continuous positive airway pressure on the prevalence of cardiovascular events in patients with acute coronary syndrome (ISAACC study): a randomised controlled trial · Manuel Sánchez‐de‐la‐Torre · 2019 · 542 citations · Cited by this paper
  29. Pathophysiological mechanisms and therapeutic approaches in obstructive sleep apnea syndrome · Renjun Lv · 2023 · 480 citations · Cited by this paper
  30. Associations of Obstructive Sleep Apnea With Atrial Fibrillation and Continuous Positive Airway Pressure Treatment · Dominik Linz · 2018 · 416 citations · Cited by this paper
  31. Meta-Analysis of Obstructive Sleep Apnea as Predictor of Atrial Fibrillation Recurrence After Catheter Ablation · Chee Yuan Ng · 2011 · 365 citations · Cited by this paper
  32. Sex differences in obstructive sleep apnoea · Maria Rosaria Bonsignore · 2019 · 333 citations · Cited by this paper
  33. FDA Perspective on the Regulation of Artificial Intelligence in Health Care and Biomedicine · Haider Javed Warraich · 2024 · 311 citations · Cited by this paper
  34. Quality, Usability, and Effectiveness of mHealth Apps and the Role of Artificial Intelligence: Current Scenario and Challenges · Alejandro Déniz-García · 2023 · 278 citations · Cited by this paper
  35. Toward a responsible future: recommendations for AI-enabled clinical decision support · Steven E. Labkoff · 2024 · 235 citations · Cited by this paper
  36. OSA and Cardiac Arrhythmogenesis · Anna M. May · 2016 · 194 citations · Cited by this paper
  37. Sleep-Disordered Breathing and Cardiac Arrhythmias in Adults: Mechanistic Insights and Clinical Implications: A Scientific Statement From the American Heart Association · Reena Mehra · 2022 · 140 citations · Cited by this paper
  38. Interactions of Obstructive Sleep Apnea With the Pathophysiology of Cardiovascular Disease, Part 1 · Shahrokh Javaheri · 2024 · 134 citations · Cited by this paper
  39. Adaptive servo-ventilation for sleep-disordered breathing in patients with heart failure with reduced ejection fraction (ADVENT-HF): a multicentre, multinational, parallel-group, open-label, phase 3 randomised controlled trial · Thomas Douglas Bradley · 2023 · 112 citations · Cited by this paper

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