Deyun Y. Zhang

Hefei, 230088, China

Last Updated: 09/26/2026

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Found 13 publications

ECGomics: An Open Platform for AI-ECG Digital Biomarker Discovery.

ECGomics: An Open Platform for AI-ECG Digital Biomarker Discovery.

Journal: Health data science

Published: January 05, 2026

Reconstructing 12-lead ECG from 3-lead ECG using variational autoencoder to improve cardiac disease detection of wearable ECG devices.

Reconstructing 12-lead ECG from 3-lead ECG using variational autoencoder to improve cardiac disease detection of wearable ECG devices.

Journal: PLOS digital health

Published: December 24, 2025

Multicenter real world validation of on device single lead ECG parameters for remote cardiac assessment.

Multicenter real world validation of on device single lead ECG parameters for remote cardiac assessment.

Journal: NPJ cardiovascular health

Published: November 26, 2025

MEETI: A Multimodal ECG Dataset from MIMIC-IV-ECG with Signals, Images, Features and Interpretations.

MEETI: A Multimodal ECG Dataset from MIMIC-IV-ECG with Signals, Images, Features and Interpretations.

Journal: Scientific data

Published: July 24, 2025

A lightweight deep neural network for personalized detecting ventricular arrhythmias from a single-lead ECG device.

A lightweight deep neural network for personalized detecting ventricular arrhythmias from a single-lead ECG device.

Journal: PLOS digital health

Published: June 09, 2025

DiffuSETS: 12-Lead ECG generation conditioned on clinical text reports and patient-specific information.

DiffuSETS: 12-Lead ECG generation conditioned on clinical text reports and patient-specific information.

Journal: Patterns (New York, N.Y.)

Published: January 14, 2025

Continuous sleep depth index annotation with deep learning yields novel digital biomarkers for sleep health.

Continuous sleep depth index annotation with deep learning yields novel digital biomarkers for sleep health.

Journal: NPJ digital medicine

Published: August 02, 2024

Reliability and validity of a novel single-lead portable electrocardiogram device for pregnant women: a comparative study.

Reliability and validity of a novel single-lead portable electrocardiogram device for pregnant women: a comparative study.

Journal: BMC medical informatics and decision making

Published: May 19, 2024

Deep Learning in Heart Sound Analysis: From Techniques to Clinical Applications.

Deep Learning in Heart Sound Analysis: From Techniques to Clinical Applications.

Journal: Health data science

Published: December 12, 2023

Screening Tool for Paroxysmal Atrial Fibrillation Based on a Deep-Learning Algorithm Using Printed 12-Lead Electrocardiographic Records during Sinus Rhythm.

Screening Tool for Paroxysmal Atrial Fibrillation Based on a Deep-Learning Algorithm Using Printed 12-Lead Electrocardiographic Records during Sinus Rhythm.

Journal: Reviews in cardiovascular medicine

Published: December 02, 2023

Screening for severe coronary stenosis in patients with apparently normal electrocardiograms based on deep learning.

Screening for severe coronary stenosis in patients with apparently normal electrocardiograms based on deep learning.

Journal: BMC medical informatics and decision making

Published: August 08, 2023

Estimating critical values from electrocardiogram using a deep ordinal convolutional neural network.

Estimating critical values from electrocardiogram using a deep ordinal convolutional neural network.

Journal: BMC medical informatics and decision making

Published: June 06, 2022

Showing 1-12 of 13

Last Updated: 09/26/2026