Machine learning bridges omics sciences and plant breeding
Author:
Publisher
Elsevier BV
Subject
Plant Science
Reference91 articles.
1. On the road to breeding 4.0: unraveling the good, the bad, and the boring of crop quantitative genomics;Wallace;Annu. Rev. Genet.,2018
2. Application of deep learning in genomics;Liu;Sci. China Life Sci.,2020
3. Machine learning and complex biological data;Xu;Genome Biol.,2019
4. Epistemological issues in omics and high-dimensional biology: give the people what they want;Mehta;Physiol. Genomics,2006
5. Applications of multi-omics technologies for crop improvement;Yang;Front. Plant Sci.,2021
Cited by 44 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. PNNGS, a multi-convolutional parallel neural network for genomic selection;Frontiers in Plant Science;2024-09-03
2. Dual-extraction modeling: A multi-modal deep-learning architecture for phenotypic prediction and functional gene mining of complex traits;Plant Communications;2024-09
3. Preliminary study on a yield-prediction model of maize (Zea mays L.) hybrid based on simple sequence repeat markers for breeding optimization by independent breeders in China;Euphytica;2024-08-16
4. Biosynthesis of biomolecules from saffron as an industrial crop and their regulation, with emphasis on the chemistry, extraction methods, identification techniques, and potential applications in human health and food: A critical comprehensive review;Biocatalysis and Agricultural Biotechnology;2024-07
5. Estimation of soybean yield based on high-throughput phenotyping and machine learning;Frontiers in Plant Science;2024-06-06
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