Table 2.

Summary of performance data of the radiomics models.

Author, Journal, Year	SEN	SPE	ACC	PPV	NPV
Bathla, European Radiology, 2021 (12)	0,97	0,85	0,93	0,93	0,94
Chen, The International Journal of Neuroscience, 2018 (13)	0,77	0,90	0,91	0,98	0,68
Kang, Neuro-Oncology 2018 (14)	0,85	0,79	0,83	0,91	0,74
Kim, Neuroradiology, 2018 (15)	0,98	0,80	0,91	0,85	1,00
Kong, Neuroimage Clinical, 2019 (16)	0,95	0,98	0,97	1,00	0,92
Lu, Frontiers in neurology, 2022 (17)	0,87	0,93	0,90	0,94	0,87
Lv, Journal of Neurosurgery, 2022 (18)	0,85	0,90	0,90	0,95	0,79
Priya, Neuroradiol J., 2021 (19)	0,80	0,91	0,88	0,96	0,69
Wu, IEE Transanctions On Medical Imaging, 2018 (20)	0,88	0,90	0,95	0,98	0,79
Xia, Journal of Magnetic Resonance Imaging, 2020 (21)	0,91	0,88	0,92	0,90	0,93
Xia, Journal of Magnetic Resonance Imaging, 2021 (22)	0,84	0,89	0,87	0,90	0,83

SEN, sensitivity; SPE, specificity; ACC, accuracy; PPV, positive predictive value; NPV, negative predictive value.