Our findings highlight that ChatGPT-4.0o displays potential for classification of urine particles, especially when allowed to generate ranked predictions and incorporate contextual parameters, but its reliance on human-provided descriptions of visual data and current inability to autonomously process images underscore the need for hybrid diagnostic approaches, encompassing human supervision.
Performance assessment of ChatGPT in classification of urine particles
Pighi, Laura;Negrini, Davide;Lippi, Giuseppe
2025-01-01
Abstract
Our findings highlight that ChatGPT-4.0o displays potential for classification of urine particles, especially when allowed to generate ranked predictions and incorporate contextual parameters, but its reliance on human-provided descriptions of visual data and current inability to autonomously process images underscore the need for hybrid diagnostic approaches, encompassing human supervision.
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