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Updated: Jul 11, 2026

Brain Source Imaging in Preclinical Rat Models of Focal Epilepsy using High-Resolution EEG Recordings
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术前正子发射断层扫描用于预测术后风险:基于放射学和临床特征的融合模型

Di Zhang1, Zi-Hao Wang1, Yan Feng1

  • 1Department of Neurosurgery, The Second Hospital of Hebei Medical University, 215 West Heping Road, Shijiazhuang 050000, China.

Seizure
|February 19, 2026
PubMed
概括

预测术后风险至关重要. 将放射学和临床数据与机器学习模型相结合,特别是MLP融合模型,可以显著提高预测准确度,从而更好地管理患者.

关键词:
临床特征 临床特征是一种病.机器学习 机器学习定子发射断层扫描成像成像术后发作预测的方法无线电学 (Radiomics) 是一种无线电学.

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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.
One of the main requirements of a PET scan is a positron-emitting radioisotope, which is produced in a cyclotron and then attached to a substance used by the part of the body being...