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Updated: Jul 28, 2025

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
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实验室医学中的机器学习:IFCC工作组的建议

Stephen R Master1,2, Tony C Badrick3, Andreas Bietenbeck4

  • 1Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, United States.

Clinical chemistry
|May 30, 2023
PubMed
概括

本指导文件概述了在实验室医学中开发和验证机器学习 (ML) 模型的最佳实践. 实施这些建议可以提高临床环境中ML应用的质量和可重复性.

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MALDI-TOF Mass Spectrometry01:19

MALDI-TOF Mass Spectrometry

Mass spectrometry is a powerful characterization technique that can identify and separate a wide variety of compounds ranging from chemical to biological entities, based on their mass-to-charge ratio (m/z). The instruments that allow this detection, known as mass spectrometers, have three components: an ion source, a mass analyzer, and a detector. These spectrometers differ based on the nature of their ion source and analyzers.
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