Analysis of Artificial Intelligence-Based Automated Phenotyping of Coronary Artery Disease Diagnoses for Patients who Received Radiotherapy for Thoracic Malignancies

J. He, S. Curran, C.V. Guthier,K.M. Atkins, K.J. Fitzgerald, D.S. Bitterman, B.H. Kann, D.E. Kozono, R.H. Mak

International journal of radiation oncology, biology, physics（2023）

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摘要

The AI calculated CAD was somewhat accurate in detecting whether a patient had CAD and was very accurate in confirming no CAD. The differences in sensitivity and NPV reflect differences in defining CAD, but this study demonstrates the potential for automated AI-phenotyping to detect pre-treatment risk factors and cardiac toxicity events from the EHR.

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automated phenotyping,coronary artery disease diagnoses,coronary artery disease,coronary artery,intelligence-based

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