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Updated: Aug 12, 2026

Utilizing 18F-FDG PET/CT Imaging and Quantitative Histology to Measure Dynamic Changes in the Glucose Metabolism in Mouse Models of Lung Cancer
06:51

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Published on: July 21, 2018

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将基于深度学习的集合模型应用于FDG-PET放射性特征,以区分良性和恶性腺疾病

Masatoyo Nakajo1, Daisuke Hirahara2, Megumi Jinguji3

  • 1Department of Radiology, Graduate School of Medical and Dental Sciences, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan. toyo.nakajo@dolphin.ocn.ne.jp.

Japanese journal of radiology
|September 10, 2024
PubMed
概括

使用2-deoxy-2-[18F]fluoro-D-glucose (FDG) -PET放射性特征的机器学习模型有效地区分良性和恶性腺疾病. 一个深度学习组合模型实现了高精度,有助于PGD管理.

关键词:
机器学习 机器学习腺疾病 腺疾病pozitron 辐射断层扫描 计算机断层扫描[18F]-FDGG是什么意思

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Positron Emission Tomography01:29

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Positron emission tomography (PET) is a medical imaging technique involving radiopharmaceuticals — substances that emit short-lived radiation. Although the first PET scanner was introduced in 1961, it took 15 more years before radiopharmaceuticals were combined with the technique and revolutionized its potential.
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Positron Emission Tomography (PET) is a medical imaging technique that provides crucial insights into the body's physiological functions at a molecular level. It is an indispensable resource for diagnosing, staging, and monitoring various illnesses, notably cancer, neurological disorders, and cardiovascular conditions.
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