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Author

Jonathan Spagnola

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Open access Jul 2026

Comparative Diagnostic Accuracy of Large Language Models for STEMI Classification

The hybrid ECG-GPT + ChatGPT model outperformed both standalone models and multimodal AI integration, suggesting that multimodal AI integration may enhance triage accuracy for prehospital care.

Catherine Royzman, Jonathan Spagnola, Ruben Kandov · 0 citations
Aug 2026

Updates on Imaging Modalities for the Diagnosis of Aortic Stenosis.

Integration of echocardiography, computed tomography, CMR, and emerging positron emission tomography and artificial intelligence-based approaches can help address diagnostic uncertainty in aortic stenosis.

H. Itani, M. Moumneh, Ahmed A. Zayed et al. · 0 citations

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