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Yan Jun
Veterinary Medicine
China Agricultural University
Beijing
Language: Chinese, English
Genomics
Bioinformatics
Machine Learning
Artificial Intelligence
Genome Selection
Breeding Models
Trait Mining
Regulatory Patterns
Multi-Omics
Data Mining
Areas of Focus
- Plant Genomics and Bioinformatics
Academic Background & Achievements
- 2016-2020 PhD in Crop Genetics and Breeding, China Agricultural University
- 2008-2011 Master of Science in Marine Biology, Tsinghua University
- 2004-2008 Bachelor of Science in Biological Sciences, China Agricultural University
Publications
- iFLAS: positive-unlabeled learning facilitates full-length transcriptome-based identification and functional exploration of alternatively spliced isoforms in maize, Xu F, Liu S, Zhao A, Shang M, Wang Q, Jiang S, Cheng Q, Chen X, Zhai X, Zhang J, Wang X, Yan J, 2024
- G2P Provides an Integrative Environment for Multi-model genomic selection analysis to improve genotype-to-phenotype prediction, Wang Q, Jiang S, Li T, Qiu Z, Yan J, Fu R, Ma C, Wang X, Jiang S, Cheng Q, 2023
- Machine learning bridges omics sciences and plant breeding, Yan J, Wang X, 2023
- Unsupervised and semi-supervised learning: the next frontier in machine learning for plant systems biology, Yan J, Wang X, 2022
- MODAS: exploring maize germplasm with multi-omics data association studies, Liu S, Xu F, Xu Y, Wang Q, Yan J, Wang J, Wang X, Wang X, 2022
