Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation

Search Page

Filters

My Custom Filters

Publication date

Text availability

Article attribute

Article type

Additional filters

Article Language

Species

Sex

Age

Other

Search Results

12 results

Filters applied: . Clear all
Results are displayed in a computed author sort order. The Publication Date timeline is not available.
Page 1
An ECG-based machine learning model for predicting new-onset atrial fibrillation is superior to age and clinical features in identifying patients at high stroke risk.
Raghunath S, Pfeifer JM, Kelsey CR, Nemani A, Ruhl JA, Hartzel DN, Ulloa Cerna AE, Jing L, vanMaanen DP, Leader JB, Schneider G, Morland TB, Chen R, Zimmerman N, Fornwalt BK, Haggerty CM. Raghunath S, et al. Among authors: pfeifer jm. J Electrocardiol. 2023 Jan-Feb;76:61-65. doi: 10.1016/j.jelectrocard.2022.11.001. Epub 2022 Nov 8. J Electrocardiol. 2023. PMID: 36436476 Free article.
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.
Raghunath S, Pfeifer JM, Ulloa-Cerna AE, Nemani A, Carbonati T, Jing L, vanMaanen DP, Hartzel DN, Ruhl JA, Lagerman BF, Rocha DB, Stoudt NJ, Schneider G, Johnson KW, Zimmerman N, Leader JB, Kirchner HL, Griessenauer CJ, Hafez A, Good CW, Fornwalt BK, Haggerty CM. Raghunath S, et al. Among authors: pfeifer jm. Circulation. 2021 Mar 30;143(13):1287-1298. doi: 10.1161/CIRCULATIONAHA.120.047829. Epub 2021 Feb 16. Circulation. 2021. PMID: 33588584 Free PMC article.
rECHOmmend: An ECG-Based Machine Learning Approach for Identifying Patients at Increased Risk of Undiagnosed Structural Heart Disease Detectable by Echocardiography.
Ulloa-Cerna AE, Jing L, Pfeifer JM, Raghunath S, Ruhl JA, Rocha DB, Leader JB, Zimmerman N, Lee G, Steinhubl SR, Good CW, Haggerty CM, Fornwalt BK, Chen R. Ulloa-Cerna AE, et al. Among authors: pfeifer jm. Circulation. 2022 Jul 5;146(1):36-47. doi: 10.1161/CIRCULATIONAHA.121.057869. Epub 2022 May 9. Circulation. 2022. PMID: 35533093 Free PMC article.
Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network.
Raghunath S, Ulloa Cerna AE, Jing L, vanMaanen DP, Stough J, Hartzel DN, Leader JB, Kirchner HL, Stumpe MC, Hafez A, Nemani A, Carbonati T, Johnson KW, Young K, Good CW, Pfeifer JM, Patel AA, Delisle BP, Alsaid A, Beer D, Haggerty CM, Fornwalt BK. Raghunath S, et al. Among authors: pfeifer jm. Nat Med. 2020 Jun;26(6):886-891. doi: 10.1038/s41591-020-0870-z. Epub 2020 May 11. Nat Med. 2020. PMID: 32393799
Deep-learning-assisted analysis of echocardiographic videos improves predictions of all-cause mortality.
Ulloa Cerna AE, Jing L, Good CW, vanMaanen DP, Raghunath S, Suever JD, Nevius CD, Wehner GJ, Hartzel DN, Leader JB, Alsaid A, Patel AA, Kirchner HL, Pfeifer JM, Carry BJ, Pattichis MS, Haggerty CM, Fornwalt BK. Ulloa Cerna AE, et al. Among authors: pfeifer jm. Nat Biomed Eng. 2021 Jun;5(6):546-554. doi: 10.1038/s41551-020-00667-9. Epub 2021 Feb 8. Nat Biomed Eng. 2021. PMID: 33558735
Promise and Frustration: Machine Learning in Cardiology.
Fornwalt BK, Pfeifer JM. Fornwalt BK, et al. Among authors: pfeifer jm. Circ Cardiovasc Imaging. 2021 Jun;14(6):e012838. doi: 10.1161/CIRCIMAGING.121.012838. Epub 2021 Jun 15. Circ Cardiovasc Imaging. 2021. PMID: 34126753 No abstract available.
12 results