Evaluation of Risk of Bias in Neuroimaging-Based Artificial Intelligence Models for Psychiatric Diagnosis: A Systematic Review.

Zhiyi Chen,Xuerong Liu,Qingwu Yang, Yan-Jiang Wang,Kuan Miao,Zheng Gong,Yang Yu,Artemiy Leonov,Chunlei Liu,Zhengzhi Feng,Hu Chuan-Peng

JAMA network open（2023）

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摘要

This systematic review found that the clinical applicability and feasibility of neuroimaging-based AI models for psychiatric diagnosis were challenged by a high ROB and poor reporting quality. Particularly in the analysis domain, ROB in AI diagnostic models should be addressed before clinical application.

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artificial intelligence models,artificial intelligence,bias,neuroimaging-based

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