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Updated: Jun 27, 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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在医疗图像分类的场地AutoML解决方案的比较研究

Kabilan Elangovan1,2, Gilbert Lim1,2,3, Daniel Ting4,5,6,7,8

  • 1Artificial Intelligence and Digital Health Research Group, Singapore Eye Research Institute, Singapore, Singapore.

Scientific reports
|May 7, 2024
PubMed
概括

自动机器学习 (AutoML) 在医学成像方面表现有前途,性能优于定制模型,但需要更多的培训时间. 最佳性能可能不需要广泛的试验或高分辨率图像.

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Positron emission tomography (PET) is a medical imaging technique involving radiopharmaceuticals — substances that emit short-lived radiation. Although the first PET scanner was introduced in 1961, it took 15 more years before radiopharmaceuticals were combined with the technique and revolutionized its potential.
One of the main requirements of a PET scan is a positron-emitting radioisotope, which is produced in a cyclotron and then attached to a substance used by the part of the body...
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