Siontis, Konstantinos C.

Artificial intelligence-enhanced electrocardiography in cardiovascular disease management

Siontis, K. C., Noseworthy, P. A., Attia, Z. I., & Friedman, P. A. (2021) · Nature Reviews Cardiology

ECG Monitoring and AnalysisArtificial Intelligence in Healthcare and Education

Cited by 914

Artificial intelligence–enabled electrocardiograms for identification of patients with low ejection fraction: a pragmatic, randomized clinical trial

Yao, X., Rushlow, D. R., Inselman, J. W., McCoy, R. G., Thacher, T. D., Behnken, E. M., Bernard, M. E., Rosas, S. L., Akfaly, A., Misra, A., et al. (2021) · Nature Medicine

Artificial Intelligence in Healthcare and EducationECG Monitoring and Analysis

Cited by 424

Detection of hypertrophic cardiomyopathy using a convolutional neural network-enabled electrocardiogram

Ko, W.-Y., Siontis, K. C., Attia, Z. I., Carter, R. E., Kapa, S., Ommen, S. R., Demuth, S. J., Ackerman, M. J., Gersh, B. J., Arruda-Olson, A. M., et al. (2020) · Journal of the American College of Cardiology

ECG Monitoring and AnalysisCardiac electrophysiology and arrhythmias

Cited by 404

Comparisons of established risk prediction models for cardiovascular disease: systematic review

Siontis, G. C. M., Tzoulaki, I., Siontis, K. C., & Ioannidis, J. P. A. (2012) · BMJ

Health Promotion and Cardiovascular PreventionLipoproteins and Cardiovascular Health

Cited by 300

Artificial intelligence-guided screening for atrial fibrillation using electrocardiogram during sinus rhythm: a prospective non-randomised interventional trial

Noseworthy, P. A., Attia, Z. I., Behnken, E. M., Giblon, R. E., Bews, K. A., Liu, S., Gosse, T. A., Linn, Z. D., Deng, Y., Yin, J., et al. (2022) · The Lancet

Atrial Fibrillation Management and OutcomesECG Monitoring and Analysis

Cited by 257

Prospective evaluation of smartwatch-enabled detection of left ventricular dysfunction

Attia, Z. I., Harmon, D. M., Dugan, J., Manka, L., Lopez-Jimenez, F., Lerman, A., Siontis, K. C., Noseworthy, P. A., Yao, X., Klavetter, E. W., et al. (2022) · Nature Medicine

ECG Monitoring and AnalysisNon-Invasive Vital Sign Monitoring

Cited by 154

Home Blood Pressure as a Cardiovascular Outcome Predictor: It’s Time to Take This Method Seriously

Stergiou, G. S., Siontis, K. C. M., & Ioannidis, J. P. A. (2010) · Hypertension

Blood Pressure and Hypertension StudiesCardiovascular Health and Disease Prevention

Cited by 84

Replication, Duplication, and Waste in a Quarter Million Systematic Reviews and Meta-Analyses

Siontis, K. C., & Ioannidis, J. P. A. (2018) · Circulation: Cardiovascular Quality and Outcomes

Meta-analysis and systematic reviewsscientometrics and bibliometrics research

Cited by 73

How will machine learning inform the clinical care of atrial fibrillation?

Siontis, K. C., Yao, X., Pirruccello, J. P., Philippakis, A. A., & Noseworthy, P. A. (2020) · Circulation Research

Atrial Fibrillation Management and OutcomesMachine Learning in Healthcare

Cited by 61

Hypertrophic cardiomyopathy detection with artificial intelligence electrocardiography in international cohorts: an external validation study

Siontis, K. C., Wieczorek, M. A., Maanja, M., Hodge, D. O., Kim, H.-K., Lee, H.-J., Lee, H., Lim, J., Park, C. S., Ariga, R., et al. (2024) · European Heart Journal - Digital Health

ECG Monitoring and AnalysisCardiomyopathy and Myosin Studies

Cited by 44

Assessment of disease status and treatment response with artificial Intelligence- Enhanced electrocardiography in obstructive hypertrophic cardiomyopathy

Tison, G. H., Siontis, K. C., Abreau, S., Attia, Z., Agarwal, P., Balasubramanyam, A., Li, Y., Sehnert, A. J., Edelberg, J. M., Friedman, P. A., et al. (2022) · Journal of the American College of Cardiology

Cardiomyopathy and Myosin StudiesECG Monitoring and Analysis

Cited by 42

Saliency Maps Provide Insights into Artificial Intelligence-Based Electrocardiography Models for Detecting Hypertrophic Cardiomyopathy

Siontis, K. C., Suárez, A. B., Sehrawat, O., Ackerman, M. J., Attia, Z. I., Friedman, P. A., Noseworthy, P. A., & Maanja, M. (2023) · Journal of Electrocardiology

ECG Monitoring and AnalysisCardiac electrophysiology and arrhythmias

Cited by 38