Abstract: This disclosure relates to a system and a method for automated recognition of drugs. This disclosure also relates to a system for automated recognition of drugs comprising a hyper-spectral imaging system. This disclosure also relates to a hyper-spectral imaging system configured to automatically recognize drugs by using a neural network. This disclosure relates to training the neural network to identify a drug type (e.g., the name of the drug) based on an image (e.g., normal visible image and/or hyperspectral image) of the drug.

Abstract: Molecular markers associated with soybean reproductive stage, methods of their use, and compositions having one or more marker loci are provided. Methods comprise detecting at least one marker locus, detecting a haplotype, and/or detecting a marker profile. Methods may further comprise crossing a selected soybean plant with a second soybean plant. Isolated polynucleotides, primers, probes, kits, systems, etc., are also provided.

Abstract: Molecular markers associated with soybean reproductive stage, methods of their use, and compositions having one or more marker loci are provided. Methods comprise detecting at least one marker locus, detecting a haplotype, and/or detecting a marker profile. Methods may further comprise crossing a selected soybean plant with a second soybean plant. Isolated polynucleotides, primers, probes, kits, systems, etc., are also provided.

Abstract: Molecular markers associated with soybean reproductive stage, methods of their use, and compositions having one or more marker loci are provided. Methods comprise detecting at least one marker locus, detecting a haplotype, and/or detecting a marker profile. Methods may further comprise crossing a selected soybean plant with a second soybean plant. Isolated polynucleotides, primers, probes, kits, systems, etc., are also provided.

Abstract: Various methods and compositions are provided for identifying and/or selecting soybean plants or soybean germplasm with improved resistance to soybean cyst nematode. In certain embodiments, the method comprises detecting at least one marker locus that is associated with resistance to soybean cyst nematode. In other embodiments, the method further comprises detecting at least one marker profile or haplotype associated with resistance to soybean cyst nematode. In further embodiments, the method comprises crossing a selected soybean plant with a second soybean plant. Further provided are markers, primers, probes and kits useful for identifying and/or selecting soybean plants or soybean germplasm with improved resistance to soybean cyst nematode.

Abstract: Various methods and compositions are provided for identifying and/or selecting soybean plants or soybean germplasm with improved resistance to soybean cyst nematode. In certain embodiments, the method comprises detecting at least one marker locus that is associated with resistance to soybean cyst nematode. In other embodiments, the method further comprises detecting at least one marker profile or haplotype associated with resistance to soybean cyst nematode. In further embodiments, the method comprises crossing a selected soybean plant with a second soybean plant. Further provided are markers, primers, probes and kits useful for identifying and/or selecting soybean plants or soybean germplasm with improved resistance to soybean cyst nematode.

Abstract: Soybean plants, germplasm and seed comprising at least one native locus conferring improved stem canker tolerance, molecular markers useful for identifying and, optionally, selecting soybean plants displaying tolerance, improved tolerance, or susceptibility to stem canker, and methods of their use are provided. Also provided are isolated polynucleotides, probes, kits, systems, and the like, useful for carrying out the methods described herein.

Abstract: Molecular markers associated with soybean reproductive stage, methods of their use, and compositions having one or more marker loci are provided. Methods comprise detecting at least one marker locus, detecting a haplotype, and/or detecting a marker profile. Methods may further comprise crossing a selected soybean plant with a second soybean plant. Isolated polynucleotides, primers, probes, kits, systems, etc., are also provided.

Abstract: Molecular markers useful for identifying, selecting, and/or providing soybean plants displaying tolerance, improved tolerance, or susceptibility to iron deficiency, methods of their use, and compositions having one or more marker loci are provided. Methods comprise detecting at least one marker locus, detecting a haplotype, and/or detecting a marker profile. Methods may further comprise crossing a selected soybean plant with a second soybean plant. Isolated polynucleotides, primers, probes, kits, systems, as well as soybean plants, seeds, and parts thereof are also provided.

Abstract: Various methods and compositions are provided for identifying and/or selecting soybean plants or soybean germplasm with improved resistance to soybean cyst nematode. In certain embodiments, the method comprises detecting at least one marker locus that is associated with resistance to soybean cyst nematode. In other embodiments, the method further comprises detecting at least one marker profile or haplotype associated with resistance to soybean cyst nematode. In further embodiments, the method comprises crossing a selected soybean plant with a second soybean plant. Further provided are markers, primers, probes and kits useful for identifying and/or selecting soybean plants or soybean germplasm with improved resistance to soybean cyst nematode.

Abstract: Various methods and compositions are provided for identifying and/or selecting soybean plants or soybean germplasm with tolerance to chloride salt stress. In certain embodiments, the method comprises detecting at least one marker locus that is associated with tolerance to chloride salt stress. In other embodiments, the method further comprises detecting at least one marker profile or haplotype associated with chloride salt stress tolerance. In further embodiments, the method comprises crossing a selected soybean plant with a second soybean plant. Further provided are markers, primers, probes and kits useful for identifying and/or selecting soybean plants or soybean germplasm with tolerance to chloride salt stress.

Abstract: This invention relates to methods of identifying and/or selecting soybean plants or germplasm that display improved antibiosis and/or antixenosis resistance to one or more biotypes of soybean aphid. In certain examples, the method comprises detecting at least one marker, haplotype, or marker profile that is associated with improved soybean aphid resistance. Also included are plants selected by the given methods and primers, probes, and kits useful for such methods.

Abstract: This invention relates to methods of identifying and/or selecting soybean plants or germplasm that display improved antibiosis and/or antixenosis resistance to one or more biotypes of soybean aphid. In certain examples, the method comprises detecting at least one Rag haplotype that is associated with improved soybean aphid resistance. In other examples, the method further comprises detecting a marker profile comprising two or more Rag haplotypes.