Search Results for author: Zi Zeng

Found 2 papers, 1 papers with code

Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning

no code implementations7 Apr 2024 Aofan Jiang, Chaoqin Huang, Qing Cao, Yuchen Xu, Zi Zeng, Kang Chen, Ya zhang, Yanfeng Wang

We introduce a novel self-supervised learning framework for ECG AD, utilizing a vast dataset of normal ECGs to autonomously detect and localize cardiac anomalies.

Self-Supervised Anomaly Detection Self-Supervised Learning +2

Multi-scale Cross-restoration Framework for Electrocardiogram Anomaly Detection

1 code implementation3 Aug 2023 Aofan Jiang, Chaoqin Huang, Qing Cao, Shuang Wu, Zi Zeng, Kang Chen, Ya zhang, Yanfeng Wang

To address this challenge, this paper introduces a novel multi-scale cross-restoration framework for ECG anomaly detection and localization that considers both local and global ECG characteristics.

Anomaly Detection

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