Integration of Random Forest Classifiers and Deep Convolutional Neural Networks for Classification and Biomolecular Modeling of Cancer Driver Mutations
Author:
Publisher
Frontiers Media SA
Subject
Biochemistry, Genetics and Molecular Biology (miscellaneous),Molecular Biology,Biochemistry
Reference119 articles.
1. A method and server for predicting damaging missense mutations;Adzhubei;Nat. Methods,2010
2. Structural analysis of the mechanism of inhibition and allosteric activation of the kinase domain of HER2 protein;Aertgeerts;J. Biol. Chem,2011
3. Machine learning classification and structure-functional analysis of cancer mutations reveal unique dynamic and network signatures of driver sites in oncogenes and tumor suppressor genes;Agajanian;J. Chem. Inf. Model,2018
4. A deep learning approach to automate refinement of somatic variant calling from cancer sequencing data;Ainscough;Nat. Genet,2018
5. Comprehensive characterization of cancer driver genes and mutations;Bailey;Cell,2018
Cited by 39 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Machine learning-based technology for asphalt concrete pavement performance decision-making in hot and humid climates;Construction and Building Materials;2024-09
2. Identifying potential risk genes for clear cell renal cell carcinoma with deep reinforcement learning;2024-06-23
3. Modeling retroreflectivity degradation of pavement markings across the US with advanced machine learning algorithms;Journal of Infrastructure Preservation and Resilience;2024-02-21
4. Predicting the immune escape of SARS-CoV-2 neutralizing antibodies upon mutation;Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease;2024-02
5. HGTDG: An Interpretable Heterogeneous Graph Transformer Framework for Cancer Driver Gene Prediction;2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM);2023-12-05
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3