Predicting incident atrial fibrillation in sinus rhythm: more than just trusting the 'black box'

被引:5
作者
Kashou, Anthony [1 ]
Noseworthy, Peter [1 ]
机构
[1] Mayo Clin, Cardiovasc Med, Rochester, MN 55905 USA
关键词
atrial fibrillation; electrophysiology; electrocardiography; STROKE;
D O I
10.1136/heartjnl-2021-319385
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页码:1770 / 1771
页数:2
相关论文
共 9 条
[1]   Simple Risk Model Predicts Incidence of Atrial Fibrillation in a Racially and Geographically Diverse Population: the CHARGE-AF Consortium [J].
Alonso, Alvaro ;
Krijthe, Bouwe P. ;
Aspelund, Thor ;
Stepas, Katherine A. ;
Pencina, Michael J. ;
Moser, Carlee B. ;
Sinner, Moritz F. ;
Sotoodehnia, Nona ;
Fontes, Joao D. ;
Janssens, A. Cecile J. W. ;
Kronmal, Richard A. ;
Magnani, Jared W. ;
Witteman, Jacqueline C. ;
Chamberlain, Alanna M. ;
Lubitz, Steven A. ;
Schnabel, Renate B. ;
Agarwal, Sunil K. ;
McManus, David D. ;
Ellinor, Patrick T. ;
Larson, Martin G. ;
Burke, Gregory L. ;
Launer, Lenore J. ;
Hofman, Albert ;
Levy, Daniel ;
Gottdiener, John S. ;
Kaeaeb, Stefan ;
Couper, David ;
Harris, Tamara B. ;
Soliman, Elsayed Z. ;
Stricker, Bruno H. C. ;
Gudnason, Vilmundur ;
Heckbert, Susan R. ;
Benjamin, Emelia J. .
JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2013, 2 (02) :e000102
[2]   An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction [J].
Attia, Zachi, I ;
Noseworthy, Peter A. ;
Lopez-Jimenez, Francisco ;
Asirvatham, Samuel J. ;
Deshmukh, Abhishek J. ;
Gersh, Bernard J. ;
Carter, Rickey E. ;
Yao, Xiaoxi ;
Rabinstein, Alejandro A. ;
Erickson, Brad J. ;
Kapa, Suraj ;
Friedman, Paul A. .
LANCET, 2019, 394 (10201) :861-867
[3]   A comparison of the CHARGE-AF and the CHA2DS2-VASc risk scores for prediction of atrial fibrillation in the Framingham Heart Study [J].
Christophersen, Ingrid E. ;
Yin, Xiaoyan ;
Larson, Martin G. ;
Lubitz, Steven A. ;
Magnani, Jared W. ;
McManus, David D. ;
Ellinor, Patrick T. ;
Benjamin, Emelia J. .
AMERICAN HEART JOURNAL, 2016, 178 :45-54
[4]   Prevalence of diagnosed atrial fibrillation in adults - National implications for rhythm management and stroke prevention: the AnTicoagulation and Risk Factors in Atrial Fibrillation (ATRIA) study [J].
Go, AS ;
Hylek, EM ;
Phillips, KA ;
Chang, YC ;
Henault, LE ;
Selby, JV ;
Singer, DE .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2001, 285 (18) :2370-2375
[5]   Estimation of Total Incremental Health Care Costs in Patients With Atrial Fibrillation in the United States [J].
Kim, Michael H. ;
Johnston, Stephen S. ;
Chu, Bong-Chul ;
Dalal, Mehul R. ;
Schulman, Kathy L. .
CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES, 2011, 4 (03) :313-320
[6]   Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation-Related Stroke [J].
Raghunath, Sushravya ;
Pfeifer, John M. ;
Ulloa-Cerna, Alvaro E. ;
Nemani, Arun ;
Carbonati, Tanner ;
Jing, Linyuan ;
Van Maanen, David P. ;
Hartzel, Dustin N. ;
Ruhl, Jeffery A. ;
Lagerman, Braxton F. ;
Rocha, Daniel B. ;
Stoudt, Nathan J. ;
Schneider, Gargi ;
Johnson, Kipp W. ;
Zimmerman, Noah ;
Leader, Joseph B. ;
Kirchner, H. Lester ;
Griessenauer, Christoph J. ;
Hafez, Ashraf ;
Good, Christopher W. ;
Fornwalt, Brandon K. ;
Haggerty, Christopher M. .
CIRCULATION, 2021, 143 (13) :1287-1298
[7]   Cryptogenic Stroke and Underlying Atrial Fibrillation [J].
Sanna, Tommaso ;
Diener, Hans-Christoph ;
Passman, Rod S. ;
Di Lazzaro, Vincenzo ;
Bernstein, Richard A. ;
Morillo, Carlos A. ;
Rymer, Marilyn Mollman ;
Thijs, Vincent ;
Rogers, Tyson ;
Beckers, Frank ;
Lindborg, Kate ;
Brachmann, Johannes .
NEW ENGLAND JOURNAL OF MEDICINE, 2014, 370 (26) :2478-2486
[8]   Electrocardiographic biomarkers to predict atrial fibrillation in sinus rhythm electrocardiograms [J].
Sanz-Garcia, Ancor ;
Cecconi, Alberto ;
Vera, Alberto ;
Miguel Camarasaltas, Juan ;
Alfonso, Fernando ;
Jose Ortega, Guillermo ;
Jimenez-Borreguero, Jesus .
HEART, 2021, 107 (22) :1813-1819
[9]   Impact of atrial fibrillation on mortality, stroke, and medical costs [J].
Wolf, PA ;
Mitchell, JB ;
Baker, CS ;
Kannel, WB ;
D'Agostino, RB .
ARCHIVES OF INTERNAL MEDICINE, 1998, 158 (03) :229-234