Chenyong Miao joined the Schnable lab in 2016 and his research in the lab primarily foucses on plant Population Genetics and Phenomics using statistical and machine learning approaches. He got his PhD in Agronomy in 2020 and then joined the Bayer Crop Science as a Data Scientist. He is trying to solve challenging problems in the breeding pipeline using cutting edge DL models along with his domain knowledge to help build the future of precision breeding.

Google Scholar Profile

ORCID ID: 0000-0002-0904-3707

Papers As A Member Of The Schnable Lab:

• Miao C, Hoban TP, Pages A, Xu Z, Rodene E, Ubbens J, Stavness I, Yang J, Schnable JC “Simulated plant images improve maize leaf counting accuracy.” bioRxiv doi: 10.1101/706994

• Mural RV, Grzybowski M, Miao C, Damke A, Sapkota S, Boyles RE, Salas Fernandez MG, Schnable PS, Sigmon B, Kresovich S, Schnable JC “Meta-analysis identifies pleiotropic loci controlling phenotypic trade-offs in sorghum.” bioRxiv doi: 10.1101/2020.10.27.355495

• Zheng Z, Hey S, Jubery T, Liu T, Yang Y, Coffey L, Miao C, Sigmon B, Schnable JC, Hochholdinger F, Ganapathysubramanian B, Schnable PS (2020) “Shared genetic control of root system architecture between Zea mays and Sorghum bicolor.” Plant Physiology doi: 10.1104/pp.19.00752

• Miao C, Pages A, Xu Z, Rodene E, Yang J, Schnable JC (2020) “Semantic segmentation of sorghum using hyperspectral data identifies genetic associations.” Plant Phenomics doi: 10.34133/2020/4216373

• Miao C, Xu Y, Liu S, Schnable PS, Schnable JC (2020) “Increased power and accuracy of causal locus identification in time-series genome-wide association in sorghum.” Plant Physiology doi: 10.1104/pp.20.00277 bioRxiv doi: 10.1101/2020.02.16.951467
  First Author Profile for Chenyong Miao
  Chinese Language Version

• Han J, Wang P, Wang Q, Lin Q, Yu G, Miao C, Dao Y, Wu R, Schnable JC, Tang H, Wang K (2020) “Genome-wide characterization of DNase I-hypersensitive sites and cold response regulatory landscapes in grasses.” The Plant Cell doi: 10.1105/tpc.19.00716

• Gaillard M, Miao C, Schnable JC, Benes B (2020) “Voxel carving based 3D reconstruction of sorghum identifies genetic determinants of radiation interception efficiency.” Plant Direct doi: 10.1002/pld3.255 bioRxiv doi: 10.1101/2020.04.06.028605

• Gaillard M, Benes B, Schnable JC, Miao C (2020) “Sorghum Segmentation by Skeleton Extraction.” CVPPP 2020 (Conference Proceedings).

• Ge Y, Atefi A, Zhang H, Miao C, Ramamurthy RK, Sigmon B, Yang J, Schnable JC (2019) “High-throughput analysis of leaf physiological and chemical traits with VIS-NIR-SWIR spectroscopy: A case study with a maize diversity panel.” Plant Methods doi: 10.1186/s13007-019-0450-8

• Miao C, Fang J, Li D, Liang P, Zhang X, Yang J, Schnable JC, Tang H. (2018) “Genotype-Corrector: improved genotype calls for genetic mapping.” Scientific Reports doi: 10.1038/s41598-018-28294-0

• Miao C, Yang J, Schnable JC (2018) “Optimizing the identification of causal variants across varying genetic architectures in crops.” Plant Biotechnology Journal doi: 10.1111/pbi.13023 bioRxiv doi: 10.1101/310391

• Tang H, Zhang X, Miao C, Zhang J, Ming R, Schnable JC, Schnable PS, Lyons E, Lu Jianguo. (2015) “ALLMAPS: robust scaffold ordering based on multiple maps.” Genome Biology doi: 10.1186/s13059-014-0573-1