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从胸部X射线图像中基于视觉变压器检测肺部疾病的优化

Jinsol Ko1,2, Soyeon Park3, Hyun Goo Woo4,5

  • 1Department of Physiology, Ajou University School of Medicine, Suwon, Republic of Korea.

BMC medical informatics and decision making
|July 8, 2024
PubMed
概括

这项研究比较了视觉变压器 (ViT) 模型的优化器,用于从X射线中预测肺部疾病. 在平衡数据中,RAdam表现出色,而在不平衡数据中,NAdam与FastViT表现最好.

关键词:
肺部疾病是一种肺部疾病.优化器优化器优化器优化器视觉变压器 视觉变压器这是X射线.

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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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