甲状腺超声波中的人工智能
Chun-Li Cao1,2, Qiao-Li Li1,2, Jin Tong1
1Department of Ultrasound, The First Affiliated Hospital of Shihezi University, Shihezi, China.
Frontiers in oncology
|May 30, 2023
概括
人工智能 (AI) 和深度学习 (DL) 增强甲状腺超声波分析用于癌症查. 这些技术提高了诊断的准确性和效率,帮助放射科医生,减少了工作量.
科学领域:
- 医疗成像医学成像
- 人工智能的人工智能
- 超声波技术 超声波技术 超声波技术
背景情况:
- 甲状腺癌发病率上升需要有效的诊断工具.
- 医生在解释甲状腺超声波中的工作量正在增加.
- 人工智能 (AI) 在医学图像分析方面表现有前途.
研究的目的:
- 在甲状腺超声波中提供AI和深度学习 (DL) 的全面概述.
- 讨论AI在诊断甲状腺疾病中的临床应用.
- 探索AI在区分良性/恶性结节和预测转移中的作用.
主要方法:
- 传统的机器学习 (ML) 和深度学习 (DL) 算法的审查.
- 分析甲状腺超声波成像中的AI应用.
- 专注于结节分类和转移预测.
主要成果:
- 人工智能在医学图像的定量评估方面显示出巨大潜力.
- 在超声波中,DL算法越来越多地被用于提高精度和效率.
- 人工智能有助于区分良性和恶性甲状腺结节.
结论:
- 人工智能技术对提高甲状腺疾病超声波诊断精度具有很大的前景.
- 人工智能可以显著减少放射科医生在甲状腺癌查中的工作量.
- 人工智能在甲状腺超声波成像中的未来前景是巨大的.
相关概念视频
01:17Ultrasonography
4.6K
Ultrasonography is an imaging technique that uses high-frequency sound waves to visualize the body's internal structures. It is a non-invasive and safe procedure that does not involve the use of ionizing radiation, making it widely used in various medical fields. Ultrasonography is used to study heart function, blood flow in the neck or extremities, certain conditions such as gallbladder disease, and fetal growth and development.
During an ultrasonography procedure, a handheld device called...
During an ultrasonography procedure, a handheld device called...
4.6K
01:24Imaging Studies II: Ultrasonography
32
IntroductionUltrasonography, or renal ultrasound, is a noninvasive medical imaging technique that uses high-frequency sound waves to visualize the kidneys, ureters, bladder, and surrounding tissues.Indications for Urinary System UltrasonographyUrinary system ultrasonography is indicated in various clinical scenarios, such as:Kidney Stones (Urolithiasis): To detect and monitor the size and presence of kidney or urinary tract stones.Hydronephrosis: To assess the dilation of the renal pelvis and...
32
01:25Ultrasound II: Endoscopic Ultrasound and FibroScan
150
Endoscopic Ultrasound (EUS) and FibroScan are valuable diagnostic tools in gastroenterology and hepatology, each with specific applications and techniques.
Endoscopic Ultrasound (EUS):
Endoscopic Ultrasound (EUS):
150
01:20Ultrasound I: Abdominal Ultrasonography
308
Introduction:
Abdominal ultrasonography, commonly known as abdominal ultrasound, is a vital, non-invasive medical imaging technique widely used in healthcare.
Procedure:
This diagnostic tool allows the clinician to visually inspect internal structures within the abdomen, including vital organs such as the liver, gallbladder, pancreas, kidneys, and spleen.
The abdominal ultrasound process begins with applying a special gel to the patient's skin over the abdomen. This gel enhances the...
Abdominal ultrasonography, commonly known as abdominal ultrasound, is a vital, non-invasive medical imaging technique widely used in healthcare.
Procedure:
This diagnostic tool allows the clinician to visually inspect internal structures within the abdomen, including vital organs such as the liver, gallbladder, pancreas, kidneys, and spleen.
The abdominal ultrasound process begins with applying a special gel to the patient's skin over the abdomen. This gel enhances the...
308