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Updated: Aug 1, 2026

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乳房扫描图像的深度学习,以减少不必要的乳房活检:一项初步研究

Chang Liu1, Min Sun2, Dooman Arefan3

  • 1Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, 15213, USA.

Breast cancer research : BCR
|May 24, 2024
PubMed
概括

一个深度学习算法可以分析乳房造影以识别乳房成像报告和数据系统 (BI-RADS) 4可能不需要活检的病变. 这种方法旨在减少不必要的侵入性手术和相关的患者压力.

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相关概念视频

Imaging Studies II: Ultrasonography01:24

Imaging Studies II: Ultrasonography

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...
Imaging Studies III: Computed Tomography01:27

Imaging Studies III: Computed Tomography

DefinitionComputed Tomography (CT) of the genitourinary (GU) tract is a non-invasive imaging modality that utilizes X-rays and computer processing to generate detailed cross-sectional images of the urinary system, encompassing the kidneys, ureters, bladder, and adjacent structures such as the adrenal glands.PurposeCT scans of the GU tract serve several diagnostic and therapeutic purposes, including:Diagnosis of Urinary Tract Diseases: Detects kidney stones, tumors, cysts, and congenital...