TabPFN outperforms SVM and the CHADS2-VASc, HATCH, and APPLE scores at predicting AF recurrence within two years of onset, using NLP-enriched EHR features, but all models remain weak in absolute terms.
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Early Diagnosis of Atrial Fibrillation Recurrence: A Large Tabular Model Approach with Structured and Unstructured Clinical Data
TabPFN outperforms SVM and the CHADS2-VASc, HATCH, and APPLE scores at predicting AF recurrence within two years of onset, using NLP-enriched EHR features, but all models remain weak in absolute terms.