AIMC Topic: Sorghum

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Jobelyn attenuates inflammatory responses and neurobehavioural deficits associated with complete Freund-adjuvant-induced arthritis in mice.

Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie Dec 27, 2017
Rheumatoid arthritis (RA) is a chronic inflammatory disease that affects the physical and psychosocial wellbeing of the patients and a major cause of work disability. Current drugs for its treatment only provide palliative effect, as cure for the dis...
Tumor Necrosis Factor-alpha Interleukin-6 Animals Male Quality of Life Oxidative Stress Mice Arthritis, Rheumatoid Antioxidants Plant Extracts Inflammation Anti-Inflammatory Agents Sorghum Arthritis, Experimental Behavior, Animal Nervous System Diseases Edema Freund's Adjuvant
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Combination of the Manifold Dimensionality Reduction Methods with Least Squares Support vector machines for Classifying the Species of Sorghum Seeds.

Scientific reports Jan 28, 2016
This study was carried out for rapid and noninvasive determination of the class of sorghum species by using the manifold dimensionality reduction (MDR) method and the nonlinear regression method of least squares support vector machines (LS-SVM) combi...
Algorithms Support Vector Machine Seeds Least-Squares Analysis Sorghum
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Identification of sorghum variety using hyperspectral technology with squeeze-and-excitation convolutional neural network algorithms.

Analytical methods : advancing methods and applications May 9, 2025
In this study, hyperspectral technology along with a combination of squeeze-and-excitation convolutional neural networks and competitive adaptive reweighted sampling (CARS-SECNNet) was developed to identify sorghum varieties. In addition, the support...
Neural Networks, Computer Algorithms Convolutional Neural Networks Support Vector Machine Hyperspectral Imaging Sorghum Wavelet Analysis
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Deep learning-based high-throughput phenotyping accelerates gene discovery for stomatal traits.

Plant physiology Nov 3, 2021
Neural Networks, Computer Algorithms Phenotype Deep Learning Genome-Wide Association Study Water Zea mays Sorghum Quantitative Trait Loci Droughts Plant Stomata
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Machine learning-enabled phenotyping for GWAS and TWAS of WUE traits in 869 field-grown sorghum accessions.

Plant physiology Nov 3, 2021
Sorghum (Sorghum bicolor) is a model C4 crop made experimentally tractable by extensive genomic and genetic resources. Biomass sorghum is studied as a feedstock for biofuel and forage. Mechanistic modeling suggests that reducing stomatal conductance ...
Machine Learning Phenotype Gene Expression Profiling Genome-Wide Association Study Water Sorghum Genetic Techniques Life History Traits
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