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Updated: Jul 18, 2025

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
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Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model

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BI-RADS-NET-V2:一种复合多任务神经网络,用于通过超声图像对乳腺癌进行计算机辅助诊断,并提供语义和定量解释

Boyu Zhang1, Aleksandar Vakanski2, Min Xian3

  • 1Institute for Interdisciplinary Data Sciences, University of Idaho, Moscow, ID 83844, USA.

IEEE access : practical innovations, open solutions
|August 23, 2023
PubMed
概括

这项研究介绍了BI-RADS-Net-V2,这是一种使用超声波图像进行乳腺癌诊断的AI工具. 它准确地区分恶性和良性瘤,通过可解释的AI洞察力提高诊断信任和效率.

关键词:
乳腺癌是什么? 乳腺癌是什么计算机辅助诊断 (CADx) 是一种计算机辅助诊断.可解释的人工智能多任务学习是多任务学习.

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Radiological investigations, including X-rays and computed tomography (CT) scans, are critical for diagnosing and evaluating various medical conditions. These imaging techniques provide valuable insights into the body's internal structures, aiding in the detection of abnormalities, assessment of disease progression, and development of treatment strategies. This article delves into two primary radiological investigations, chest X-rays and CT scans, outlining their purpose, procedures, and...
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Description
Magnetic Resonance Imaging (MRI) and Ventilation Perfusion Scans are two radiological investigations that offer detailed diagnostic images of the body, particularly lung structures.
MRI
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