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Updated: Jun 22, 2025

Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging
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用BI-RADS术语描述乳房超声波图像的深度学习.

Mikel Carrilero-Mardones1, Manuela Parras-Jurado2, Alberto Nogales3

  • 1Department of Artificial Intelligence, Universidad Nacional de Educacion a Distancia (UNED), Madrid, Spain. mcarrilero@dia.uned.es.

Journal of imaging informatics in medicine
|June 26, 2024
PubMed
概括

这项研究引入了深度神经网络,以帮助使用乳腺成像报告和数据系统 (BI-RADS) 诊断乳腺癌. 人工智能系统检测,描述和分类瘤,提高诊断准确性并提供可解释的结果.

关键词:
注意力机制注意力机制双轮车是双轮车的一种.乳房超声波 乳房超声波是什么?计算机辅助诊断是一种计算机辅助的诊断.可解释的人工智能医学图片标题 医学图片标题

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Ultrasonography01:17

Ultrasonography

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...
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Ultrasound I: Abdominal Ultrasonography

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...
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