Navmeet Jassal on Muck Rack

Navmeet Jassal

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Articles

Zero-shot classification of ECG signals using CLIP-based models

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By Konstantin V. Egorov, Navmeet Jassal, Semen Budennyy
| Nature Verified
Abstract In this study, we present a comprehensive evaluation of Contrastive Language-Image Pre-training (CLIP) for zero-shot electrocardiogram (ECG) classification across multiple datasets and diagnostic classes. Traditional ECG classification models require significant labeled training data for every diagnostic class, limiting their adaptability to new or unseen classes.
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