Development of a Set of DNA Methylation Markers in the Diagnosis and Prognosis of Papillary Thyroid Carcinoma by Machine Learning

doi:10.1109/ICNISC54316.2021.00120

科研成果详情

题名	Development of a Set of DNA Methylation Markers in the Diagnosis and Prognosis of Papillary Thyroid Carcinoma by Machine Learning
作者	Chen, Wei 1,2; Yao, Yunni 1,2; Zheng, Pinglu 1; Malywanga, Janeth 3
会议录名称	Proceedings - 2021 7th Annual International Conference on Network and Information Systems for Computers, ICNISC 2021 影响因子和分区
语种	英语
原始文献类型	Conference article (CA)
会议名称	7th Annual International Conference on Network and Information Systems for Computers, ICNISC 2021
会议日期	July 23, 2021 - July 25, 2021
会议地点	Virtual, Guiyang, China
关键词	Alkylation DNA Forecasting Machine learning Methylation Risk assessment Tissue Best model Diagnosis and prognosis DNA Methylation Machine learning models Machine-learning Normal controls Papillary thyroid carcinomata Prognose Prognostic prediction models Tumour tissue
摘要	We tried to develop a prognostic prediction model for PTC patients based on the DNA methylation. Using 571 DNA methylation samples from TCGA database, we built several machine learning models for training then validated with external data to get the best model. Additionally, we constructed a prognostic prediction model that effectively predicted prognosis and survival (\mathrm{P} © 2021 IEEE.
出版者	Institute of Electrical and Electronics Engineers Inc.
页码	635-639
DOI	10.1109/ICNISC54316.2021.00120
页数	5
URL	查看原文
收录类别	EI ; SCOPUS
发表日期	2021
EI入藏号	20220411511714
EI主题词	Diagnosis
通讯作者地址	[Chen, Wei]Department of Computer Science and Information Management,School of Information and Engineering,Wenzhou Medical University,Wenzhou,China
Scopus记录号	2-s2.0-85123201385
Scopus学科分类	Computer Networks and Communications;Hardware and Architecture;Information Systems;Information Systems and Management;Safety, Risk, Reliability and Quality
引用统计
文献类型	会议论文
条目标识符	https://kms.wmu.edu.cn/handle/3ETUA0LF/101380
专题	第一临床医学院（信息与工程学院）、附属第一医院_计算机与信息管理系
通讯作者	Chen, Wei
作者单位	1.Wenzhou Business College, School of Information Engineering, Zhejiang, China; 2.Department of Computer Science and Information Management, School of Information and Engineering, Wenzhou Medical University, Wenzhou, China; 3.Wenzhou University, Zhejiang, China
第一作者单位	温州医科大学
通讯作者单位	计算机与信息管理系
推荐引用方式 GB/T 7714	Chen, Wei,Yao, Yunni,Zheng, Pinglu,et al. Development of a Set of DNA Methylation Markers in the Diagnosis and Prognosis of Papillary Thyroid Carcinoma by Machine Learning[C]:Institute of Electrical and Electronics Engineers Inc.,2021:635-639.