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Updated: Jul 1, 2026

Targeting Neuronal Fiber Tracts for Deep Brain Stimulation Therapy Using Interactive, Patient-Specific Models
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自动CorNN:一个无监督的物理意识深度学习模型,用于对脑MRI图像进行几何扭曲校正,朝着MR-only立体射线外科手术

Mahboube Sadat Hosseini1, Seyed Mahmoud Reza Aghamiri2, Ali Fatemi Ardekani3,4

  • 1Department of Medical Radiation Engineering, Shahid Beheshti University, Tehran, 1983969411, Iran.

Journal of imaging informatics in medicine
|July 30, 2024
PubMed
概括

AutoCorNN是一种新的深度学习模型,可以在不需要地面真相数据的情况下纠正脑部MRI扫描中的几何扭曲. 这一进步提高了高精度放射治疗的准确性,提高了治疗结果.

关键词:
深度学习是一种深度学习.剂量测量评估 剂量测量评估几何扭曲纠正 几何扭曲纠正磁共振成像 (MRI) 是一种磁共振成像技术.立体无线电外科手术 立体无线电外科手术没有监督的学习学习.

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Computed Tomography01:10

Computed Tomography

Tomography refers to imaging by sections. Computed tomography (CT) is a non-invasive imaging technique that uses computers to analyze several cross-sectional X-rays to reveal minute details about structures in the body.
The technique was invented in the 1970s and is based on the principle that as X-rays pass through the body, they are absorbed or reflected at different levels. In the technique, a patient lies on a motorized platform while a computerized axial tomography (CAT) scanner rotates...
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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...
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Imaging Studies I: CT and MRI

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Description of the Procedures
Computed Tomography (CT) scan:
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Imaging Studies for Cardiovascular System IV: CMRI

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Imaging Studies III: Computed Tomography01:27

Imaging Studies III: Computed Tomography

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Imaging Studies IV: Magnetic Resonance Imaging01:27

Imaging Studies IV: Magnetic Resonance Imaging

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