Oishee Mazumder — 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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2020

Synthetic Data Generation Through Statistical Explosion: Improving Classification Accuracy of Coronary Artery Disease Using PPG

Sakyajit Bhattacharya, Oishee Mazumder, Dibyendu Roy, Aniruddha Sinha, Avik Ghose

ICASSP 2020accepted

Synthetic data generation has recently emerged as a substitution technique for handling the problem of bulk data needed in training machine learning algorithms. Healthcare, primarily cardiovascular domain is a major area where synthetic physiological data can be used improve accuracy of machine lear…

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