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Author

S. Satheesh

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Open access Sep 2026

SACNN: a spatial attentive 2D CNN for improved accuracy and interpretability in ECG image classification

Deep Learning models have shown strong performance in ECG analysis. However, many existing models operate as black-box systems or depend on post-hoc explainable techniques, limiting transparency. Moreover, attention-based mechanisms have focused on 1D ECG signals with limited exploration of ECG images. In this resear...

Pillai Lekshmi Ashokan, S. Sathya, S. Satheesh · 0 citations
Open access Aug 2026

Utility of novel biomarkers of ‘cancer therapy-related cardiac dysfunction’ among breast cancer patients

The evaluated novel biomarkers did not demonstrate clinically significant additional utility for assessing cancer therapy-related cardiotoxicity in the authors' cohort, however, these findings are exploratory and require validation in larger studies.

V. Desikan, Bobby Zachariah, B. Dubashi et al. · 0 citations

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