SSSD-ECG-nle: New Label Embeddings with Structured State-Space Models for ECG generation

• Published in: Ivannikov Memorial Workshop (Online) pp. 55 - 61
• Main Authors: Skorik, Sergey, Avetisyan, Aram
• Format: Conference Proceeding
• Language: English
• Published: IEEE 17.05.2024
• Subjects: Data privacy; Diffusion models; ECG; Electrocardiography; generation; Heart; Medical services; Reproducibility of results; State-space methods; state-space models

An electrocardiogram (ECG) is vital for identifying cardiac diseases, offering crucial insights for diagnosing heart conditions and informing potentially life-saving treatments. However, like other types of medical data, ECGs are subject to privacy concerns when distributed and analyzed. Diffusion m...