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Aug, 2024
基于MRI的脑肿瘤图像的深度学习医学图像分类
Deep Learning in Medical Image Classification from MRI-based Brain Tumor Images
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Xiaoyi Liu, Zhuoyue Wang
TL;DR
本研究针对脑肿瘤的准确检测这一关键问题，提出了一种新颖的深度学习模型组合方法。研究中使用了四种不同类型的MRI图像，并设计了包括MobileNet-BT在内的五种模型进行脑肿瘤分类预测。研究结果显示，该方法有潜力显著改善脑肿瘤的早期诊断和决策能力。
Abstract
Brain tumors are among the deadliest diseases in the world. Magnetic Resonance Imaging (
MRI
) is one of the most effective ways to detect brain tumors. Accurate detection of brain tumors based on
MRI
scans is crit
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