Asheesh K Singh (Arti Singh)

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 15

Top Topics

Machine Learning

Genome Wide Association Study

Iron Deficiency

Top Venues

Plant phenomics (Washington, D.C.)

Scientific reports

This page only lists publications with an associated author ORCID identifier.

Publications

Clayton N Carley, Melinda J Zubrod, Somak Dutta, Asheesh K Singh
Using machine learning enabled phenotyping to characterize nodulation in three early vegetative stages in soybean. Crop science 63 (1) (2022)
Wei Guo, Matthew E Carroll, Arti Singh, Tyson L Swetnam, Nirav Merchant, Soumik Sarkar, Asheesh K Singh, Baskar Ganapathysubramanian
UAS-Based Plant Phenotyping for Research and Breeding Applications. Plant phenomics (Washington, D.C.) 2021 (2021)
Talukder Zaki Jubery, Clayton N Carley, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian, Asheesh K Singh
Using Machine Learning to Develop a Fully Automated Soybean Nodule Acquisition Pipeline (SNAP). Plant phenomics (Washington, D.C.) 2021 (2021)
Luis G Riera, Matthew E Carroll, Zhisheng Zhang, Johnathon M Shook, Sambuddha Ghosal, Tianshuang Gao, Arti Singh, Sourabh Bhattacharya, Baskar Ganapathysubramanian, Asheesh K Singh, Soumik Sarkar
Deep Multiview Image Fusion for Soybean Yield Estimation in Breeding Applications. Plant phenomics (Washington, D.C.) 2021 (2021)
Kevin G Falk, Talukder Z Jubery, Seyed V Mirnezami, Kyle A Parmley, Soumik Sarkar, Arti Singh, Baskar Ganapathysubramanian, Asheesh K Singh
Computer vision and machine learning enabled soybean root phenotyping pipeline. Plant methods 16 (2020)
Teshale Assefa, Jiaoping Zhang, R V Chowda-Reddy, Adrienne N Moran Lauter, Asheesh K Singh, Jamie A O'Rourke, Michelle A Graham, Asheesh K Singh
Deconstructing the genetic architecture of iron deficiency chlorosis in soybean using genome-wide approaches. BMC plant biology 20 (1) (2020)
Jiaoping Zhang, Asheesh K Singh
Genetic Control and Geo-Climate Adaptation of Pod Dehiscence Provide Novel Insights into Soybean Domestication. G3 (Bethesda, Md.) 10 (2) (2020)
Kevin G Falk, Talukder Zaki Jubery, Jamie A O'Rourke, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian, Asheesh K Singh
Soybean Root System Architecture Trait Study through Genotypic, Phenotypic, and Shape-Based Clusters. Plant phenomics (Washington, D.C.) 2020 (2020)
Kyle A Parmley, Race H Higgins, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K Singh
Machine Learning Approach for Prescriptive Plant Breeding. Scientific reports 9 (1) (2019)
M B Shine, Qing-Ming Gao, R V Chowda-Reddy, Asheesh K Singh, Pradeep Kachroo, Aardra Kachroo
Glycerol-3-phosphate mediates rhizobia-induced systemic signaling in soybean. Nature communications 10 (1) (2019)
Adedotun Akintayo, Gregory L Tylka, Asheesh K Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar
A deep learning framework to discern and count microscopic nematode eggs. Scientific reports 8 (1) (2018)
Deniz Akdemir, William Beavis, Roberto Fritsche-Neto, Asheesh K Singh, Julio Isidro-Sánchez
Multi-objective optimized genomic breeding strategies for sustainable food improvement. Heredity 122 (5) (2018)
Sambuddha Ghosal, David Blystone, Asheesh K Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar
An explainable deep machine vision framework for plant stress phenotyping. Proceedings of the National Academy of Sciences of the United States of America 115 (18) (2018)
Leonardo de Azevedo Peixoto, Tara C Moellers, Jiaoping Zhang, Aaron J Lorenz, Leonardo L Bhering, William D Beavis, Asheesh K Singh
Leveraging genomic prediction to scan germplasm collection for crop improvement. PloS one 12 (6) (2017)
Tara C Moellers, Arti Singh, Jiaoping Zhang, Jae Brungardt, Mehdi Kabbage, Daren S Mueller, Craig R Grau, Ashish Ranjan, Damon L Smith, R V Chowda-Reddy, Asheesh K Singh
Main and epistatic loci studies in soybean for Sclerotinia sclerotiorum resistance reveal multiple modes of resistance in multi-environments. Scientific reports 7 (1) (2017)