Ayan Mukherjee — accepted AI-conference papers

2025

Sparse-to-Dense Body Surface Potential Mapping using A Structural Similarity-Enhanced Attention GAN

Ayan Mukherjee, Sawon Pratiher, Oishee Mazumder, Aniruddha Sinha

ICASSP 2025accepted

Body surface potential (BSP) mapping (BSPM) from reduced lead sparse electrocardiogram (ECG) signals is of high clinical relevance. Cost-efficient and non-invasive cardiac activity localization of myocardial infarction scars and arrhythmic sources are a few of its potential applications. However, mo…

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2017

Heartmate: automated integrated anomaly analysis for effective remote cardiac health management

Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Rituraj Singh, Arpan Pal, Ayan Mukherjee

ICASSP 2017accepted

Remote cardiac health management is an important healthcare application. We have developed Heartmate that enables basic screening of cardiac health using low cost sensors or smartphone-inbuilt sensors without manual intervention. It consists of robust denoising algorithm along with effective anomaly…

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