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D. Devakumari

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#federated learning Open access Sep 2026

A Review of Trust-Aware Explainable Federated Multimodal Learning for Early Cardiovascular Disease Prediction

Cardiovascular disease (CVD) is the largest cause of death worldwide, and artificial intelligence can now detect it earlier than traditional methods. The difficulty is that the data needed to train a reliable model is held separately by individual hospitals and is protected by privacy law. Federated learning (FL) answe...

Chandru K, D. Devakumari · 0 citations
#federated learning Open access Sep 2026

A Review of Trust-Aware Explainable Federated Multimodal Learning for Early Cardiovascular Disease Prediction

Cardiovascular disease (CVD) is the largest cause of death worldwide, and artificial intelligence can now detect it earlier than traditional methods. The difficulty is that the data needed to train a reliable model is held separately by individual hospitals and is protected by privacy law. Federated learning (FL) answe...

Chandru K, D. Devakumari · 0 citations

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