DPI_CDF:使用级联深层森林的可用药物蛋白质标识符

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Biosensor-based High Throughput Biopanning and Bioinformatics Analysis Strategy for the Global Validation of Drug-protein Interactions

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Muhammad Arif1, Ge Fang2,3, Ali Ghulam4

  • 1College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar.

BMC bioinformatics
|April 5, 2024
PubMed
概括

本研究介绍了DPI_CDF,这是一种深度学习模型,用于仅使用蛋白质序列来识别可用药物的蛋白质 (DP). 与现有的计算方法相比,DPI_CDF显著提高了药物发现的准确性.

关键词:
生物信息学是一种生物信息学.布式深层森林中的山脉.药物可变蛋白质是一种可变蛋白质.在PSSM中,PSSM可以使用PSSM.物理化学特征 物理化学特征

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