Graph Neural Networks With Multiple Prior Knowledge for Multi-Omics Data Analysis
Author:
Affiliation:
1. School of Computer Science and Engineering, Nanyang Technological University, Singapore
2. College of Computer and Data Science, Fuzhou University, Fuzhou, China
Funder
National Natural Science Foundation of China
National Key Research and Development Plan of China
China Scholarship Council
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics
Link
http://xplorestaging.ieee.org/ielx7/6221020/10242175/10148642.pdf?arnumber=10148642
Reference30 articles.
1. AGMI: Attention-Guided Multi-omics Integration for Drug Response Prediction with Graph Neural Networks
2. Graph attention networks;veli??;Proc 6th Int Conf Learn Representations,0
3. Cancer molecular subtype classification by graph convolutional networks on multi-omics data
4. MOGONET integrates multi-omics data using graph convolutional networks allowing patient classification and biomarker identification
5. Statistical comparisons of classifiers over multiple data sets;demšar;J Mach Learn Res,2006
Cited by 9 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. Graph machine learning for integrated multi-omics analysis;British Journal of Cancer;2024-05-10
2. An effective keyword search co-occurrence multi-layer graph mining approach;Machine Learning;2024-04-02
3. MUMA: A Multi-Omics Meta-Learning Algorithm for Data Interpretation and Classification;IEEE Journal of Biomedical and Health Informatics;2024-04
4. PEB-DDI: A Task-Specific Dual-View Substructural Learning Framework for Drug–Drug Interaction Prediction;IEEE Journal of Biomedical and Health Informatics;2024-01
5. PGN3DCD: Prior-Knowledge-Guided Network for Urban 3-D Point Cloud Change Detection;IEEE Transactions on Geoscience and Remote Sensing;2024
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