Artificial Intelligence Detection and Segmentation Models: A Systematic Review and Meta-Analysis of Brain Tumors in Magnetic Resonance Imaging

Artificial Intelligence Detection and Segmentation Models: A Systematic Review and Meta-Analysis of Brain Tumors in Magnetic Resonance Imaging

Objective: To thoroughly analyze factors affecting the generalization ability of deep learning algorithms on brain tumor detection and segmentation models. Patients and Methods: We searched PubMed, Embase, Web of Science, Cochrane Library, and IEEE from inception to July 25, 2023, and 19 studies wit...

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Main Authors: Ting-Wei Wang, MD, PhD, Yu-Chieh Shiao, MD, Jia-Sheng Hong, PhD, Wei-Kai Lee, PhD, Ming-Sheng Hsu, MD, Hao-Min Cheng, MD, PhD, Huai-Che Yang, MD, PhD, Cheng-Chia Lee, MD, PhD, Hung-Chuan Pan, MD, PhD, Weir Chiang You, MD, PhD, Jiing-Feng Lirng, MD, Wan-Yuo Guo, MD, PhD, Yu-Te Wu, PhD
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Mayo Clinic Proceedings: Digital Health
Online Access:http://www.sciencedirect.com/science/article/pii/S2949761224000038

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http://www.sciencedirect.com/science/article/pii/S2949761224000038

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