HeapMS: An Automatic Peak-Picking Pipeline for Targeted Proteomic Data Powered by 2D Heatmap Transformation and Convolutional Neural Networks

Author:

Lee Chi-Ching123ORCID,Lin Yu-Chieh4,Pan Teng Yu1,Yang Cheng Hann1,Li Pei-Hsuan1,Chen Sin You13,Gao Jhih Jie1,Yang Chi5,Chu Lichieh Julie567,Huang Po-Jung28,Yeh Yuan-Ming2ORCID,Tang Petrus910,Chang Yu-Sun5,Yu Jau-Song56711,Hsiao Yung-Chin567ORCID

Affiliation:

1. Department of Computer Science and Information Engineering, Chang Gung University, 33302 Taoyuan, Taiwan

2. Genomic Medicine Core Laboratory, Chang Gung Memorial Hospital, 33305 Taoyuan, Taiwan

3. Artificial Intelligence Research Center, Chang Gung University, 33302 Taoyuan, Taiwan

4. Graduate Institute of Artificial Intelligence, Chang Gung University, 33302 Taoyuan, Taiwan

5. Molecular Medicine Research Center, Chang Gung University, 33302 Taoyuan, Taiwan

6. Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, 33302 Taoyuan, Taiwan

7. Department of Otolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital, 33305 Taoyuan, Taiwan

8. Department of Biomedical Sciences, Chang Gung University, 33302 Taoyuan, Taiwan

9. Molecular Infectious Disease Research Center, Chang Gung Memorial Hospital, 33305 Taoyuan, Taiwan

10. Department of Parasitology, College of Medicine, Chang Gung University, 33302 Taoyuan, Taiwan

11. Research Center for Food and Cosmetic Safety, College of Human Ecology, Chang Gung University of Science and Technology, 33302 Taoyuan, Taiwan

Funder

Chang Gung University

Chang Gung Memorial Hospital, Linkou

National Science and Technology Council

Publisher

American Chemical Society (ACS)

Subject

Analytical Chemistry

同舟云学术

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