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相关概念视频

The Thyroid Gland01:23

The Thyroid Gland

3.9K
The thyroid gland is a small, butterfly-shaped gland located in the neck and covers the anterior surface of the trachea. The gland has two lateral lobes connected by a thin tissue mass called the isthmus. Internally, each lobe comprises many small spherical structures known as thyroid follicles, surrounded by a network of blood vessels.
The follicles have a central cavity lined by simple cuboidal to squamous epithelial cells called follicular cells. These cells produce the glycoprotein...
3.9K
Synthesis and Regulation of Thyroid Hormones01:20

Synthesis and Regulation of Thyroid Hormones

4.6K
Low blood levels of the thyroid hormones — triiodothyronine (T3) and thyroxine (T4) — signal the hypothalamus to release the thyrotropin-releasing hormone (TRH). TRH then reaches the pituitary gland and stimulates the release of thyroid-stimulating hormone(TSH) into the bloodstream.
Upon reaching the thyroid gland, TSH stimulates the follicular cells' active uptake of iodide ions from the blood. The ions diffuse to the apical surface of the cells and are oxidized to iodine. The...
4.6K
Classification of Epithelial Tissues: Glandular Epithelium01:20

Classification of Epithelial Tissues: Glandular Epithelium

8.7K
The glandular epithelium is made of one or more epithelial cells modified to synthesize and secrete chemical substances. Glandular epithelia can be classified based on cell number. Unicellular glands have individual secretory cells scattered across the epithelial monolayer. In contrast, multicellular glands consist of a hollow tubular duct attached to the cluster of secretory cells located in the deep pockets.
Multicellular glands are formed during early development when epithelial budding...
8.7K
Classification of Bones01:18

Classification of Bones

5.5K
The bones of the human skeletal system are of varied shapes, sizes, and functions. They can be classified based on their shape and function into four major classes: long bones, short bones, flat bones, and irregular bones. Some classifications include a fifth type, the sesamoid bones, as a separate class, whereas others categorize them under short bones.
Long and Short Bones
The appendicular skeleton, particularly the upper and lower limbs, is primarily made of long and short bones. The...
5.5K
Classification of Epithelial Tissues: Overview01:22

Classification of Epithelial Tissues: Overview

13.3K
Epithelial tissues are classified according to the shape of the cells and the number of cell layers formed. Cell shapes can be squamous (flattened and thin), cuboidal (square-like, as wide as it is tall), or columnar (rectangular, taller than it is wide). Additionally, the nucleus shape helps identify the type of epithelial cells. Squamous cells have flattened disc-shaped nuclei, cuboidal cells have spherical nuclei, and columnar cells have elongated nuclei.
Based on the number of cell layers,...
13.3K
Classification of Epithelial Tissues: Stratified Epithelium01:29

Classification of Epithelial Tissues: Stratified Epithelium

9.1K
Stratified epithelium consists of several stacked layers of cells. They provide the durability to withstand constant physical and chemical attacks. Stratified epithelium is named after the shape of the most apical layer of cells. Stratified squamous epithelium is the most common type found in the human body. In this tissue, the apical cells are squamous, whereas the basal layer contains either columnar or cuboidal cells. The basal cells divide to form new daughter cells, which gradually become...
9.1K

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相关实验视频

Updated: Jun 29, 2025

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
04:23

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

Published on: April 21, 2023

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甲状腺网:一种深度学习网络,用于定位和分类甲状腺结节.

Lu Chen1, Huaqiang Chen2, Zhikai Pan3

  • 1Ultrasonic Department, Zhongda Hospital Affiliated to Southeast University, Nanjing, 210009, China.

Computer modeling in engineering & sciences : CMES
|April 3, 2024
PubMed
概括

一个新的深度学习模型,ThyroidNet,准确地诊断甲状腺结节. 这种人工智能工具增强了医疗图像分析,用于甲状腺结节的检测和分类.

关键词:
甲状腺网 甲状腺网通过TransUnet的网络.深度学习是一种深度学习.医疗图像分析分析多任务学习学习

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Author Spotlight: Integrating Ultrasound Imaging with Biochemical Markers for Thyroid Disease Diagnosis
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Author Spotlight: Integrating Ultrasound Imaging with Biochemical Markers for Thyroid Disease Diagnosis

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Author Spotlight: A 3D Digital Model for the Diagnosis and Treatment of Pulmonary Nodules
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Author Spotlight: A 3D Digital Model for the Diagnosis and Treatment of Pulmonary Nodules

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相关实验视频

Last Updated: Jun 29, 2025

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

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Author Spotlight: Integrating Ultrasound Imaging with Biochemical Markers for Thyroid Disease Diagnosis
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Author Spotlight: A 3D Digital Model for the Diagnosis and Treatment of Pulmonary Nodules
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科学领域:

  • 医疗成像医学成像
  • 人工智能的人工智能
  • 深度学习 (Deep Learning) 是一种深度学习.

背景情况:

  • 甲状腺结节需要准确的诊断才能得到有效的治疗.
  • 目前的诊断方法可以通过先进的计算工具来改进.

研究的目的:

  • 开发和评估甲状腺网,一个人工智能模型用于精确的甲状腺结节诊断.
  • 通过深度学习提高甲状腺结节本地化和分类的准确性.

主要方法:

  • 拟议的多任务TransUnet架构集成多任务学习.
  • 引入了DualLoss功能,以平衡本地化和分类任务.
  • 实施了数据增强策略,以改善模型通用化.

主要成果:

  • 与U-Net和TransUnet.net相比,甲状腺网表现出更高的性能.
  • 在甲状腺结节局部 (3.9%) 和分类 (1.5%) 中获得了更高的准确性.

结论:

  • 甲状腺网显著推进了甲状腺结节的临床诊断.
  • 该模型对更广泛的医学图像分析应用非常有希望.