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准确的道路:机器学习和生物信息学在糖尿病中的基因表达研究研究

Tahmineh Aldaghi1, Ashley Chrissan2, Jan Muzik1,3

  • 1Institute of Biophysics and Informatics, First Faculty of Medicine, Charles University, Prague, Czech Republic.

Journal of diabetes and metabolic disorders
|December 22, 2025
PubMed
概括

了解糖尿病病原体是关键的. 本综述强调了糖尿病研究中生物信息学和机器学习的进步,重点关注生物标志物和个性化治疗的分子原因.

关键词:
生物信息学是一种生物信息学.糖尿病 糖尿病 糖尿病基因表达 基因表达 基因表达机器学习 机器学习微阵列的微阵列

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Microarrays are high-throughput and relatively inexpensive assays that can be automated to analyze large quantities of data at a time. They are used in genome-wide studies to compare gene or protein expression under two varied conditions, such as healthy and diseased states. Microarrays consist of glass or silica slides on which probe molecules are covalently attached through surface functionalization. Most commonly, the slides are prepared through the chemisorption of silanes to silica...
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