What question did this study set out to answer?

To develop a stable IIR state-space model for detecting myocardial infarction from streaming ECG data.

April 23, 2026IEEE Transactions on Biomedical Engineering0 citations

View Full Paper

Rot-IIR-SSM: Provably Stable and Pole-Interpretable IIR State-Space Model for Streaming ECG Myocardial Infarction Detection

HKHsien-Ju Ko WYWen-Shyong Yu YWYu-Chen Wang

Key Points

To develop a stable IIR state-space model for detecting myocardial infarction from streaming ECG data.
Developed Rot-IIR-SSM model for ECG analysis

Structured PICO

Intervention

Rot-IIR-SSM (Provably Stable and Pole-Interpretable IIR State-Space Model)

Outcome

Streaming ECG Myocardial Infarction Detection

The Rot-IIR-SSM model may offer advantages for streaming ECG myocardial infarction detection in resource-constrained and interpretability-demanding clinical settings.

Abstract

This combination may be advantageous in resource-constrained, interpretability-demanding clinical ECG deployment settings.

Demander à l'IA

Bookmark

View Full Paper

Cite This Study

Ko et al. (Thu,) studied this question.

synapsesocial.com/papers/69e9b6aa85696592c86eb063 https://doi.org/https://doi.org/10.1109/tbme.2026.3685682

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

Demander à l'IA

Bookmark

View Full Paper