深度学习在使用不同MRI序列对恶性原发性和转移性脑瘤进行分类方面的表现:一项医学分析研究

相关实验视频

Updated: Jul 25, 2025

Modeling Brain Metastases Through Intracranial Injection and Magnetic Resonance Imaging
06:44

Modeling Brain Metastases Through Intracranial Injection and Magnetic Resonance Imaging

Published on: June 7, 2020

7.4K

Adam Fauzi1, Yuyun Yueniwati2, Agus Naba3

  • 1Study Program of Master in Biomedical Science, Faculty of Medicine, Universitas Brawijaya Malang, Malang, Indonesia.

Journal of X-ray science and technology
|June 25, 2023
PubMed
概括

像ResNet101和VGG19这样的深度学习模型在使用MRI对恶性原发性脑瘤 (MPBT) 和转移性脑瘤 (MBT) 的分类方面显示出前景. 特定的MRI序列影响瘤检测灵敏度,有助于临床决策.

关键词:
深度学习是一种深度学习.磁力共振成像 (MRI) 序列脑瘤分类大脑瘤的分类恶性原发性脑瘤是恶性脑瘤.转移性大脑瘤的发生.

更多相关视频

Quantifying the Brain Metastatic Tumor Micro-Environment using an Organ-On-A Chip 3D Model, Machine Learning, and Confocal Tomography09:53

Quantifying the Brain Metastatic Tumor Micro-Environment using an Organ-On-A Chip 3D Model, Machine Learning, and Confocal Tomography

Published on: August 16, 2020

7.3K
Modeling Brain Metastasis by Internal Carotid Artery Injection of Cancer Cells10:01

Modeling Brain Metastasis by Internal Carotid Artery Injection of Cancer Cells

Published on: August 2, 2022

6.7K

相关概念视频

Magnetic Resonance Imaging01:24

Magnetic Resonance Imaging

Magnetic resonance imaging (MRI) is a noninvasive medical imaging technique based on a phenomenon of nuclear physics discovered in the 1930s, in which matter exposed to magnetic fields and radio waves was found to emit radio signals. In 1970, a physician and researcher named Raymond Damadian noticed that malignant (cancerous) tissue gave off different signals than normal body tissue. He applied for a patent for the first MRI scanning device in clinical use by the early 1980s. The early MRI...
5.3K