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Updated: Jul 2, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
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评估基于编码器-解码器的分段模型,用于甲状腺超声波图像

Niranjan Yadav1, Rajeshwar Dass2, Jitendra Virmani3

  • 1Department of Electronics and Communication Engineering, Deenbandhu Chhotu Ram University of Science and Technology Murthal, Sonepat, 131039, India. niranjanyadav97@gmail.com.

Medical & biological engineering & computing
|June 23, 2023
PubMed
概括

ResNet50模型在分段甲状腺瘤超声波图像方面取得了最佳性能,为实时医疗保健应用提供了甲状腺结节的准确识别.

关键词:
深度实验室v3 + +清除斑点的方法在 SegNet 中,您可以使用 SegNet.语义细分 语义细分是指语义细分.这就是U-Net.

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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.
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Imaging Studies for Cardiovascular System III: X-Ray

The most common cardiovascular diagnostic test is an X-ray. It produces images of the heart, blood vessels, and adjacent structures.
Definition and Purpose
An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...
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Imaging Studies for Cardiovascular System V: CT

Cardiac computed tomography (CT) scanning is an advanced cardiac imaging technique that utilizes CT technology, with or without intravenous (IV) contrast, to produce accurate cross-sectional virtual slices of specific areas of the heart, coronary circulation, and major blood vessels such as the aorta, pulmonary veins, and arteries. The computer processes these slices to generate three-dimensional images. Multidetector CT (MDCT) is a rapid form of CT scanning that captures multiple slices...
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Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT

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Imaging Studies II: Ultrasonography

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Imaging Studies III: Computed Tomography

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