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DeepCCR: large-scale genomics-based deep learning method for improving rice breeding

文献类型: 外文期刊

作者: Ma, Xiaoding 1 ; Wang, Hao 1 ; Wu, Shengyang 2 ; Han, Bing 1 ; Cui, Di 1 ; Liu, Jin 3 ; Zhang, Qiang 4 ; Xia, Xiuzhong 5 ; Song, Peng 6 ; Tang, Cuifeng 7 ; Geng, Leiyue 8 ; Yang, Yaolong 9 ; Yan, Shen 1 ; Zhou, Kunneng 10 ; Han, Longzhi 1 ;

作者机构: 1.Chinese Acad Agr Sci, Inst Crop Sci, State Key Lab Crop Gene Resources & Breeding, Beijing, Peoples R China

2.Bokaisen Biotechnol Ltd, Beijing, Peoples R China

3.Jiangxi Acad Agr Sci, Rice Res Inst, Jiangxi Res Ctr Crop Germplasm Resources, Nanchang, Peoples R China

4.Jilin Acad Agr Sci, Rice Res Inst, Jilin Prov Lab Crop Germplasm Resources, Changchun, Peoples R China

5.Guangxi Acad Agr Sci, Rice Res Inst, Guangxi Key Lab Rice Genet & Breeding, Nanning, Peoples R China

6.Huazhong Agr Univ, Coll Plant Sci & Technol, Natl Key Lab Crop Genet Improvement, Wuhan, Peoples R China

7.Biotechnol & Germplasm Resources Inst, Key Lab Southwestern Crop Gene Resources & Germpla, Kunming, Peoples R China

8.Hebei Acad Agr & Forestry Sci, Inst Coastal Agr, Tangshan, Peoples R China

9.China Natl Rice Res Inst, State Key Lab Rice Biol & Breeding, Hangzhou, Peoples R China

10.Anhui Acad Agr Sci, Rice Res Inst, Anhui Prov Key Lab Rice Germplasm Innovat & Mol Im, Hefei, Peoples R China

关键词: genomic selection; convolutional neural network; Chinese cultivated rice population; yield trait

期刊名称:PLANT BIOTECHNOLOGY JOURNAL ( 影响因子:13.8; 五年影响因子:13.2 )

ISSN: 1467-7644

年卷期: 2024 年

页码:

收录情况: SCI

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