Work

Id: 4348752 Generalizability of Deep Learning Based Af Detection Model Using 30-second Single-lead Ecg From Consumer-grade Wearables

Year: 2025

Type: article

Abstract: waveform analysis may be advantageous in improving accessibility and scalability given greater simplicity of use.Further study is warranted to assess whether deep learning algorithms applied to this novel acquisition technology perform comparably to 12-lead ECGs for other arrhythmias and disease states.

Source: Heart Rhythm O2

DOI: 10.1016/j.hroo.2025.07.036

Authors: Yingshuo Liu, Chanho Lim, Estelle Taki, Michel Abou Khalil, Christian M. Massad, Yishi Jia, Abboud Hassan, Cong Zhao, Hadi Younes, Ghassan Bidaoui, Mayana Bsoul, Mohammad Montaser Atasi, Yunsung Chung, Amitabh C. Pandey, Swati Rao, Omar Kreidieh, Han Feng, Nassir F. Marrouche

Language: English

Topic: ECG Monitoring and Analysis

Subfield: Cardiology and Cardiovascular Medicine

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: gold

Estimated APC paid: $2,150

OpenAlex ID: W4413966709

FWCI:

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