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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Serhat Demir

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Review Aug 2026

Generating Image-Based Multiple-Choice Questions with Multimodal Large Language Models: Expert and Psychometric Evaluation.

Multimodal large language models are best positioned as supervised tools requiring radiologist verification and item-level psychometric evaluation in multiple-choice questions generated by GPT-4o and o3 from correctly recognized radiographs and compare selected items with faculty-written questions.

E. Emekli, Murat Tepe, Serhat Demir et al. · 1 citation

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