Concepedia

Use of Wearable Technology and Deep Learning to Improve the Diagnosis of Brugada Syndrome

S. Matthew Liao, Mahmoud Bokhari, Praloy Chakraborty, Adrian Suszko, Gavin Jones, Danna Spears, Michael H. Gollob, Zhaolei Zhang, Bo Wang, Vijay S. Chauhan

JACC. Clinical electrophysiology · 2022 · 32 citations · 9 references

Concepts

NursingHealth InformaticsDiagnostic ImagingMobile Health InformaticsComputer-aided DiagnosisGenetic DisordersSyndrome RecognitionBrugada Syndrome ScreeningDeep Learning DiagnosticsDeep Learning For Health MonitoringDeep Learning-based ClassificationDeep Learning-based DetectionDeep Learning-based DiagnosisWearable Technology

References

9

PhysioBank, PhysioToolkit, and PhysioNet

Ary L. Goldberger, Luı́s A. Nunes Amaral, Leon Glass et al. · Circulation · 2000 · 14.5K citations · Full text

Engineering, Biomedical Engineering, Physiology +15

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

Awni Hannun, Pranav Rajpurkar, Masoumeh Haghpanahi et al. · Nature Medicine · 2018 · 3K citations

Computing, Cardiology, Computer Science +16

PTB-XL, a large publicly available electrocardiography dataset

Patrick Wagner, Nils Strodthoff, Ralf-Dieter Bousseljot et al. · Scientific Data · 2020 · 1.1K citations · Full text

Medicine, Cardiology, Health Informatics +15

Vagal Activity Modulates Spontaneous Augmentation of ST Elevation in the Daily Life of Patients with Brugada Syndrome

Koichi Mizumaki, Akira Fujiki, Takayuki Tsuneda et al. · Journal of Cardiovascular Electrophysiology · 2004 · 198 citations

Medicine, Cardiology, Neurology +16

A prospective study on spontaneous fluctuations between diagnostic and non-diagnostic ECGs in Brugada syndrome: implications for correct phenotyping and risk stratification

Christian Veltmann, Rainer Schimpf, Constanze Echternach et al. · European Heart Journal · 2006 · 191 citations

Medicine, Cardiology, Internal Medicine +11