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Swapnil Hiralal Chaudhari

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Open access Aug 2026

A Deep Learning-Based Predictive Framework for Early Heart Disease Risk Assessment Using Multi-Factor Clinical Data

CardioAttentionNet is proposed, a novel hybrid deep learning framework that integrates residual convolutional neural networks, transformer encoders with multi-head self-attention, bidirectional long short-term memory networks, and cross-attention modules for comprehensive cardiovascular risk prediction.

Swapnil Hiralal Chaudhari, A. K. Choudhary · 0 citations

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