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Updated: Jun 27, 2026

Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images
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使用数据平衡和微调进行脑瘤分类的深度集体学习框架

Md Alamin Talukder1, Md Manowarul Islam2, Md Ashraf Uddin3

  • 1Department of Computer Science and Engineering, Jagannath University, Dhaka, Bangladesh. alamintalukder.cse.jnu@gmail.com.

Scientific reports
|October 9, 2025
PubMed
概括

这项研究引入了使用转移学习 (TL) 进行深度合奏模型,用于从MRI扫描中准确地分类脑瘤. 最优化的模型达到99.84%的准确性,有助于准确和及时的诊断.

关键词:
大脑磁共振成像 脑磁共振成像分类 分类 分类 分类.深度学习是一种深度学习.合唱团组合在一起.优化的优化 优化转移学习转移学习

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Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
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Mouse Models of Cancer Study02:43

Mouse Models of Cancer Study

Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
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