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Updated: May 5, 2026

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调查数据异质性对使用医学成像学联合学习算法的性能的影响

Muhammad Babar1, Basit Qureshi2, Anis Koubaa1

  • 1Robotics and Internet of Things Lab, Prince Sultan University, Riyadh, Saudi Arabia.

PloS one
|May 15, 2024
PubMed
概括

联合学习 (FL) 性能随着医学成像中的数据异质性而下降. 需要创新策略来改进各种医疗保健数据集的FL.

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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...
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