基于机器学习策略优化猪基因组选择的方法研究
31702087
2017
C1702.家畜种质资源与遗传育种学
刘小磊
青年科学基金项目
教授
华中农业大学
25万元
芯片;检验功效;全基因组预测;SNP;猪;统计基因组
2018-01-01到2020-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | Whole genome variants across 57 pig breeds enable comprehensive identification of genetic signatures that underlie breed features | 期刊论文 | Jingya Xu;Yuhua Fu;Yan Hu;Lilin Yin;Zhenshuang Tang;Dong Yin;Mengjin Zhu;Mei Yu;Xinyun Li;Yang Zhou;Shuhong Zhao;Xiaolei Liu |
| 2 | A gene prioritization method based on a swine multi-omics knowledgebase and a deep learning model | 期刊论文 | Fu Yuhua;Xu Jingya;Tang Zhenshuang;Wang Lu;Yin Dong;Fan Yu;Zhang Dongdong;Deng Fei;Zhang Yanping;Zhang Haohao;Wang Haiyan;Xing Wenhui;Yin Lilin;Zhu Shilin;Zhu Mengjin;Yu Mei;Li Xinyun;Liu Xiaolei;Yuan Xiaohui;Zhao Shuhong |
| 3 | 一种高效可并行运算且高准确性的全基因组选择方法 | 专利 | 赵书红;尹立林;刘小磊;李新云;余梅;朱猛进;唐振双;许婧雅;殷东 |
| 4 | G2P: a Genome-Wide-Association-Study simulation tool for genotype simulation, phenotype simulation and power evaluation | 期刊论文 | Tang You;Liu Xiaolei |
| 5 | An integration analysis based on genomic, transcriptomic and QTX information reveals credible candidate genes for fat-related traits in pigs | 期刊论文 | Fu Yuhua;Wang Lu;Tang Zhenshuang;Yin Dong;Xu Jingya;Fan Yu;Li Xinyun;Zhao Shuhong;Liu Xiaolei |
| 6 | KAML: improving genomic prediction accuracy of complex traits using machine learning determined parameters | 期刊论文 | Yin Lilin;Zhang Haohao;Zhou Xiang;Yuan Xiaohui;Zhao Shuhong;Li Xinyun;Liu Xiaolei |
| 7 | 全基因组选择模型研究进展及展望 | 期刊论文 | 尹立林;马云龙;项韬;朱猛进;余梅;李新云;刘小磊;赵书红 |
| 8 | Genome-Wide Association Study Reveals Candidate Genes for Growth Relevant Traits in Pigs | 期刊论文 | Tang Zhenshuang;Xu Jingya;Yin Lilin;Yin Dong;Zhu Mengfin;Yu Mei;Li Xinyun;Zhao Shuhong;Liu Xiaolei |
| 9 | Factors Affecting the Accuracy of Genomic Selection for Agricultural Economic Traits in Maize, Cattle, and Pig Populations | 期刊论文 | Zhang Haohao;Yin Lilin;Wang Meiyue;Yuan Xiaohui;Liu Xiaolei |
| 10 | 猪整合组学基因挖掘技术体系建立及其育种应用 | 奖励 | 赵书红;梅书棋;李新云;朱猛进;乔木;刘小磊 |
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