arrow
Return

Artificial intelligence for the electrocardiogram

delete2019-01-07
delete83
delete
OA
AI
A
Ana Mincholé
B
Blanca Rodríguez *
DOI:10.1038/s41591-018-0306-1delete
deleteOriginal
deleteShare
deleteSave
View PDF
Abstract

Abstract

En 中文
Deep-learning algorithms can be applied to large datasets of electrocardiograms, are capable of identifying abnormal heart rhythms and mechanical dysfunction, and could aid healthcare decisions.
Keywords:
RESOURCE
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

Nature Medicine cover
Nature Medicine
IF:
50
Papers:
1.4W
Citations:
13.4W

Organization

U
university of oxford
Scholars:
9.8W
Papers: 8.6W
Citations: 137
Cited Papers

Cited Papers

errShare
errSave
iPhone ECG application for community screening to detect silent atrial fibrillation: A novel technology to prevent stroke
err2013-04-01
err276
PREAI
errLau, Jerrett K.; Lowres, Nicole; Neubeck, Lis; Brieger, David B.; Sy, Raymond W.; Galloway, Connor D.; Albert, David E.; Freedman, Saul B.
errShare
errSave
errShare
errSave
Automated cardiovascular magnetic resonance image analysis with fully convolutional networks
err2018-02-01
err480
errOAAI
errBai, Wenjia; Sinclair, Matthew; Tarroni, Giacomo; Oktay, Ozan; Rajchl, Martin; Vaillant, Ghislain; Lee, Aaron M.; Aung, Nay; Lukaschuk, Elena; Sanghvi, Mihir M.; Zemrak, Filip; Fung, Kenneth; Paiva, Jose Miguel; Carapella, Valentina; Kim, Young Jin; Suzuki, Hideaki; Kainz, Bernhard; Matthews, Paul M.; Petersen, Steffen E.; Piechnik, Stefan K.; Neubauer, Stefan; Glocker, Ben; Rueckert, Daniel
errShare
errSave
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
err2019-01-07
err1.7K
errOAAI
errHannun, Awni Y.; Rajpurkar, Pranav; Haghpanahi, Masoumeh; Tison, Geoffrey H.; Bourn, Codie; Turakhia, Mintu P.; Ng, Andrew Y.
errShare
errSave
errShare
errSave
Electrocardiogramphenotypes in hypertrophic cardiomyopathy caused by distinct mechanisms: apico-basal repolarization gradients vs. Purkinje-myocardial coupling abnormalities
err2018-11-23
err35
errOAAI
errLyon, Aurore; Bueno-Orovio, Alfonso; Zacur, Ernesto; Ariga, Rina; Grau, Vicente; Neubauer, Stefan; Watkins, Hugh; Rodriguez, Blanca; Minchole, Ana
errShare
errSave
Computational techniques for ECG analysis and interpretation in light of their contribution to medical advances
err2018-01-10
err113
errOAAI
errLyon, Aurore; Minchole, Ana; Pablo Martinez, Juan; Laguna, Pablo; Rodriguez, Blanca
errShare
errSave
errShare
errSave
researcher View more