Research map: Atrial fibrillation detection using beat-to-beat RR intervals and deep learning in large databases

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  1. PhysioBank, PhysioToolkit, and PhysioNet · Ary L. Goldberger · 2000 · 14916 citations · Cited by this paper
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  5. Subclinical Atrial Fibrillation and the Risk of Stroke · Jeff S. Healey · 2012 · 2113 citations · Cited by this paper
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  7. Large-Scale Assessment of a Smartwatch to Identify Atrial Fibrillation · Marco Valentin Perez · 2019 · 1959 citations · Cited by this paper
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  9. Atrial Fibrillation in Patients with Cryptogenic Stroke · David J. Gladstone · 2014 · 1286 citations · Cited by this paper
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  13. Mobile Photoplethysmographic Technology to Detect Atrial Fibrillation · Yutao Guo · 2019 · 503 citations · Cited by this paper
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  15. A deep learning approach for real-time detection of atrial fibrillation · Rasmus S. Andersen · 2018 · 405 citations · Cited by this paper
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  17. Detection of Atrial Fibrillation in a Large Population Using Wearable Devices: The Fitbit Heart Study · Steven A. Lubitz · 2022 · 358 citations · Cited by this paper
  18. A hybrid convolutional neural-transformer framework with center-based separation index pruning for depression detection from electroencephalography signals · 2026 · Related
  19. Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets · Γεώργιος Πετμεζάς · 2020 · 341 citations · Cited by this paper
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  21. Automated detection of atrial fibrillation using long short-term memory network with RR interval signals · Oliver Faust · 2018 · 311 citations · Cited by this paper
  22. Photoplethysmography based atrial fibrillation detection: a review · Tânia Pereira · 2020 · 305 citations · Cited by this paper
  23. Automatic detection of atrial fibrillation using the coefficient of variation and density histograms of RR and ΔRR intervals · Katsumi Tateno · 2001 · 296 citations · Cited by this paper
  24. Diagnostic Performance of a Smartphone‐Based Photoplethysmographic Application for Atrial Fibrillation Screening in a Primary Care Setting · Pak‐Hei Chan · 2016 · 249 citations · Cited by this paper
  25. Improved Detection of Silent Atrial Fibrillation Using 72-Hour Holter ECG in Patients With Ischemic Stroke · Martin Grond · 2013 · 232 citations · Cited by this paper
  26. Abrupt changes in fibrillatory wave characteristics at the termination of paroxysmal atrial fibrillation in humans · Simona Petrutiu · 2007 · 224 citations · Cited by this paper
  27. Continuous Stroke Unit Electrocardiographic Monitoring Versus 24-Hour Holter Electrocardiography for Detection of Paroxysmal Atrial Fibrillation After Stroke · Timolaos Rizos · 2012 · 220 citations · Cited by this paper
  28. Lone Atrial Fibrillation · D. George Wyse · 2014 · 213 citations · Cited by this paper
  29. Positive predictive value of device-detected atrial high-rate episodes at different rates and durations: An analysis from ASSERT · Elizabeth S. Kaufman · 2012 · 181 citations · Cited by this paper
  30. Improvements in atrial fibrillation detection for real-time monitoring · Saeed Babaeizadeh · 2009 · 173 citations · Cited by this paper
  31. PULSE‐SMART: Pulse‐Based Arrhythmia Discrimination Using a Novel Smartphone Application · David D. McManus · 2015 · 164 citations · Cited by this paper
  32. Asymptomatic Atrial Fibrillation · Robert W. Rho · 2005 · 126 citations · Cited by this paper
  33. Screening for Atrial Fibrillation With Electrocardiography · Daniel E Jonas · 2018 · 123 citations · Cited by this paper
  34. Thirty-Second Gold Standard Definition of Atrial Fibrillation and Its Relationship With Subsequent Arrhythmia Patterns · Jonathan S. Steinberg · 2018 · 123 citations · Cited by this paper
  35. Contact‐Free Screening of Atrial Fibrillation by a Smartphone Using Facial Pulsatile Photoplethysmographic Signals · Bryan P. Yan · 2018 · 118 citations · Cited by this paper
  36. Low-complexity detection of atrial fibrillation in continuous long-term monitoring · Andrius Petrėnas · 2015 · 114 citations · Cited by this paper
  37. Atrial Fibrillation Predictors: Importance of the Electrocardiogram · David M. German · 2015 · 87 citations · Cited by this paper
  38. Temporal patterns and short-term progression of paroxysmal atrial fibrillation: data from RACE V · Ruben R De With · 2020 · 84 citations · Cited by this paper
  39. Detection of Atrial Fibrillation Episodes in Long-Term Heart Rhythm Signals Using a Support Vector Machine · Robert Czabański · 2020 · 70 citations · Cited by this paper

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