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A Comparative Framework for Evaluating Foundation Models on Tabular Data: A Case Study in Healthcare
Tabular data is the most common format in clinical practice, encompassing laboratory results, medication records, diagnostic codes, and patient demographics. As foundation models for tabular data have grown in number and variety, a practical question has become harder to answer: which model should a
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