An explainable deep machine vision framework for plant stress phenotyping

Por Ghosal, Sambuddha, Blystone, David, Singh, Asheesh K., Ganapathysubramanian, Baskar, Singh, Arti, Sarkar, Soumik
Publicado no Proc Natl Acad Sci U S A (2018)

Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean stems

Por Nagasubramanian, Koushik, Jones, Sarah, Sarkar, Soumik, Singh, Asheesh K., Singh, Arti, Ganapathysubramanian, Baskar
Publicado no Plant Methods (2018)

Multi-objective optimized genomic breeding strategies for sustainable food improvement

Por Akdemir, Deniz, Beavis, William, Fritsche-Neto, Roberto, Singh, Asheesh K., Isidro-Sánchez, Julio
Publicado no Heredity (Edinb) (2018)

A deep learning framework to discern and count microscopic nematode eggs

Por Akintayo, Adedotun, Tylka, Gregory L., Singh, Asheesh K., Ganapathysubramanian, Baskar, Singh, Arti, Sarkar, Soumik
Publicado no Sci Rep (2018)

Computer vision and machine learning for robust phenotyping in genome-wide studies

Por Zhang, Jiaoping, Naik, Hsiang Sing, Assefa, Teshale, Sarkar, Soumik, Reddy, R. V. Chowda, Singh, Arti, Ganapathysubramanian, Baskar, Singh, Asheesh K.
Publicado no Sci Rep (2017)

A real-time phenotyping framework using machine learning for plant stress severity rating in soybean

Por Naik, Hsiang Sing, Zhang, Jiaoping, Lofquist, Alec, Assefa, Teshale, Sarkar, Soumik, Ackerman, David, Singh, Arti, Singh, Asheesh K., Ganapathysubramanian, Baskar
Publicado no Plant Methods (2017)

Leveraging genomic prediction to scan germplasm collection for crop improvement

Por de Azevedo Peixoto, Leonardo, Moellers, Tara C., Zhang, Jiaoping, Lorenz, Aaron J., Bhering, Leonardo L., Beavis, William D., Singh, Asheesh K.
Publicado no PLoS One (2017)

Deploying Fourier Coefficients to Unravel Soybean Canopy Diversity

Por Jubery, Talukder Z., Shook, Johnathon, Parmley, Kyle, Zhang, Jiaoping, Naik, Hsiang S., Higgins, Race, Sarkar, Soumik, Singh, Arti, Singh, Asheesh K., Ganapathysubramanian, Baskar
Publicado no Front Plant Sci (2017)

Genetic Architecture of Charcoal Rot (Macrophomina phaseolina) Resistance in Soybean Revealed Using a Diverse Panel

Por Coser, Sara M., Chowda Reddy, R. V., Zhang, Jiaoping, Mueller, Daren S., Mengistu, Alemu, Wise, Kiersten A., Allen, Tom W., Singh, Arti, Singh, Asheesh K.
Publicado no Front Plant Sci (2017)

Haplotype Loci Under Selection in Canadian Durum Wheat Germplasm Over 60 Years of Breeding: Association With Grain Yield, Quality Traits, Protein Loss, and Plant Height

Por N’Diaye, Amidou, Haile, Jemanesh K., Nilsen, Kirby T., Walkowiak, Sean, Ruan, Yuefeng, Singh, Asheesh K., Clarke, Fran R., Clarke, John M., Pozniak, Curtis J.
Publicado no Front Plant Sci (2018)

Main and epistatic loci studies in soybean for Sclerotinia sclerotiorum resistance reveal multiple modes of resistance in multi-environments

Por Moellers, Tara C., Singh, Arti, Zhang, Jiaoping, Brungardt, Jae, Kabbage, Mehdi, Mueller, Daren S., Grau, Craig R., Ranjan, Ashish, Smith, Damon L., Chowda-Reddy, R. V., Singh, Asheesh K.
Publicado no Sci Rep (2017)

High-density genetic mapping of a major QTL for resistance to multiple races of loose smut in a tetraploid wheat cross

Por Kumar, Sachin, Knox, Ron E., Singh, Asheesh K., DePauw, Ron M., Campbell, Heather L., Isidro-Sanchez, Julio, Clarke, Fran R., Pozniak, Curtis J., N’Daye, Amidou, Meyer, Brad, Sharpe, Andrew, Ruan, Yuefeng, Cuthbert, Richard D., Somers, Daryl, Fedak, George
Publicado no PLoS One (2018)

High density genetic mapping of Fusarium head blight resistance QTL in tetraploid wheat

Por Sari, Ehsan, Berraies, Samia, Knox, Ron E., Singh, Asheesh K., Ruan, Yuefeng, Cuthbert, Richard D., Pozniak, Curtis J., Henriquez, Maria Antonia, Kumar, Santosh, Burt, Andrew J., N’Diaye, Amidou, Konkin, David J., Cabral, Adrian L., Campbell, Heather L., Wiebe, Krystalee, Condie, Janet, Lokuruge, Prabhath, Meyer, Brad, Fedak, George, Clarke, Fran R., Clarke, John M., Somers, Daryl J., Fobert, Pierre R.
Publicado no PLoS One (2018)