Performance of GPT-4 for automated prostate biopsy decision-making based on mpMRI: a multi-center evidence study

Performance of GPT-4 for automated prostate biopsy decision-making based on mpMRI: a multi-center evidence study

Abstract Background Multiparametric magnetic resonance imaging (mpMRI) has significantly advanced prostate cancer (PCa) detection, yet decisions on invasive biopsy with moderate prostate imaging reporting and data system (PI-RADS) scores remain ambiguous. Methods To explore the decision-making capac...

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Main Authors: Ming-Jun Shi, Zhi-Xiang Wang, Shuang-Kun Wang, Xuan-Hao Li, Yan-Lin Zhang, Ying Yan, Ran An, Li-Ning Dong, Lei Qiu, Tian Tian, Jia-Xin Liu, Hong-Chen Song, Ya-Fan Wang, Che Deng, Zi-Bing Cao, Hong-Yin Wang, Zheng Wang, Wei Wei, Jian Song, Jian Lu, Xuan Wei, Zhen-Chang Wang
Format: Article
Language:English
Published: BMC 2025-07-01
Series:Military Medical Research
Subjects:
Prostate biopsy
Generative Pretrained Transformer-4 (GPT-4)
Decision-making
Prostate cancer
Multiparametric magnetic resonance imaging (mpMRI)
Online Access:https://doi.org/10.1186/s40779-025-00621-3
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https://doi.org/10.1186/s40779-025-00621-3

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