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Multimodal fusion of EHR and ECG based on deep learning for predicting new-onset coronary heart disease in cancer patients

Source: Frontiers - Health • Published: 17 Jun 2026, 00:00

Multimodal fusion of EHR and ECG based on deep learning for predicting new-onset coronary heart disease in cancer patients

AI study combining electronic health records and ECG signals to predict heart-disease risk in cancer patients, highlighting methods and clinical relevance.

Key Takeaways
  • While increased NPs are associated with heart failure and reduced ejection fraction ( 9 )
  • However, a comprehensive risk prediction tool specific for Ca-CHD has not yet been established
  • Recent studies have shown the superiority of multi-modal prediction approaches
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