Abstract: Systems and methods for computing time series predictions are provided, including a two-stage classifier-and-regressor processor. The classifier is trained on the complete data set while the regressor is trained on a pruned dataset. The classifier includes an Extreme Gradient Boosting classifier. The regressor includes an attention mechanism and a Long Short-Term Memory (LSTM) neural network. For a series of successive time period computations, a current output of the LSTM neural network is recursively fed back as an input to the attention mechanism for a subsequent time period computation. The output of the regressor is scaled by the output of the classifier to adjust for overfitting caused by the pruned training dataset.

Abstract: Provided herein are methods and compositions to detect MET exon 14 skipping using RT-PCR, and methods of treating individuals with MET exon 14 deleted cancers.

Abstract: Provided herein are methods and compositions to detect MET exon 14 skipping using RT-PCR, and methods of treating individuals with MET exon 14 deleted cancers.

Abstract: Embodiments of the disclosure relate to isolated nucleic acid sequences, methods of use thereof, and workflows for detection of several Listeria species in a sample, particularly in a food or environmental sample. Embodiments of the disclosure may also be used to detect one or more species or strains of Listeria from each other, for example L. grayi may be detected independently of other Listeria spp. Some embodiments also describe a duplexed assay that can detect L. monocytogenes, L. innocua, L. welshimeri, L. seelgeri, L. marthii (formerly incertae-sedis), L. ivanovii, and L. grayi. Kits for detection of Listeria are also described. In some embodiments, methods and kits of the disclosure may comprise a TAQMAN® assay. In some embodiments, 0.2-2 cfu of Listeria spp. are detected using the compositions, methods and kits after a 24-28 hour enrichment period.

Abstract: Described are compositions, methods and kits for detection and/or differential detection of serovars of Salmonella enterica subsp. enterica serovar such as S. Heidelberg and S. Hadar in samples. Some embodiments relate to multiplex amplification based molecular assays.

Abstract: Described are compositions, methods and kits for detection and/or differential detection of serovars of Salmonella enterica subsp. enterica serovar such as S. Heidelberg and S. Hadar in samples. Some embodiments relate to multiplex amplification based molecular assays.

Abstract: Disclosed are assays, methods and kits for the specific detection of E. coli O157:H7 and not E. coli O55:H7 from complex food matrices, water, a beverage sample, a fermentation broth, a forensic sample, an environmental sample (e.g., soil, dirt, garbage, sewage, air, or water), including food processing and manufacturing surfaces, or a biological sample.

Abstract: Embodiments of the disclosure relate to isolated nucleic acid sequences, methods of use thereof, and workflows for detection of several Listeria species in a sample, particularly in a food or environmental sample. Embodiments of the disclosure may also be used to detect one or more species or strains of Listeria from each other, for example L. grayi may be detected independently of other Listeria spp. Some embodiments also describe a duplexed assay that can detect L. monocytogenes, L. innocua, L. welshimeri, L. seelgeri, L. marthii (formerly incertae-sedis), L. ivanovii, and L. grayi. Kits for detection of Listeria are also described. In some embodiments, methods and kits of the disclosure may comprise a TAQMAN® assay. In some embodiments, 0.2-2 cfu of Listeria spp. are detected using the compositions, methods and kits after a 24-28 hour enrichment period.

Abstract: Disclosed are methods and kits for the specific detection of E. coli O157:H7 and not E. coli O55:H7 from samples such as: complex food matrices, water, beverages, fermentation broths, forensic & biological samples, and environmental samples including food processing and manufacturing surfaces. In some embodiments, a method of the disclosure comprises: hybridizing at least a first pair of polynucleotide primers to at least a first target polynucleotide sequence, hybridizing at least a second pair of polynucleotide primers to at least a second target polynucleotide sequence, amplifying the at least first and at least second target polynucleotide sequences, and detecting the first and second amplified target polynucleotide sequence products, wherein the detection of both the first amplified target polynucleotide sequence product and the second amplified target polynucleotide sequence product is indicative of the presence of E. coli O157:H7 in a sample and not E. coli O55:H7.

Abstract: Methods of detecting a candidate genetic anomaly such as a candidate duplication in a genome are disclosed. The methods comprise quantifying fluorogenic assays for alleles of a genetic locus from a plurality of individual genomes, identifying ranges of fluorescent intensities indicative of individual genomes homozygous for a first allele, homozygous for a second allele, or heterozygous for both alleles, and identifying individual genomes in which the fluorescence intensities are outside the range of intensities indicative of homozygosity or heterozygosity for the genetic locus.

Abstract: Embodiments of the disclosure relate to isolated nucleic acid sequences, methods of use thereof, and workflows for detection of several Listeria species in a sample, particularly in a food or environmental sample. Embodiments of the disclosure may also be used to detect one or more species or strains of Listeria from each other, for example L. grayi may be detected independently of other Listeria spp. Some embodiments also describe a duplexed assay that can detect L. monocytogenes, L. innocua, L. welshimeri, L. seelgeri, L. marthii (formerly incertae-sedis), L. ivanovii, and L. grayi. Kits for detection of Listeria are also described. In some embodiments, methods and kits of the disclosure may comprise a TAQMAN® assay. In some embodiments, 0.2-2 cfu of Listeria spp. are detected using the compositions, methods and kits after a 24-28 hour enrichment period.

Abstract: Described are compositions, methods and kits for detection and/or differential detection of serovars of Salmonella enterica subsp. enterica serovar such as S. Heidelberg and S. Hadar in samples. Some embodiments relate to multiplex amplification based molecular assays.

Abstract: Described is a technology by which an entity's (e.g., a user's or group's) usage of a digital entertainment service is used to automatically generate an interactive, personalized three-dimensional visualization representing the entity's career on a digital entertainment service. Usage events are collected as profile information, which is processed to generate the visualization, as well as to automatically theme the user's experience. Filtering and prioritization of data within the profile information is performed based on the predicted degree of interest to the entity and to others; the entity may provide preference data to vary the automatically generated visualization and/or theme.

Abstract: Disclosed are assays, methods and kits for the specific detection of E. coli O157:H7 and not E. coli O55:H7 from complex food matrices, water, a beverage sample, a fermentation broth, a forensic sample, an environmental sample (e.g., soil, dirt, garbage, sewage, air, or water), including food processing and manufacturing surfaces, or a biological sample.

Abstract: Disclosed are primer and probe compositions, PCR assays, methods and kits for the specific detection of E. coli O157:H7 and not E. coli O55:H7 from a variety of samples. In some embodiments, methods for specifically detecting E. coli O157:H7 comprise: hybridizing at least a first pair of polynucleotide primers to at least a first target polynucleotide sequence, hybridizing at least a second pair of polynucleotide primers to at least a second target polynucleotide sequence, amplifying said at least first and said at least second target polynucleotide sequences, and detecting said at least first and said at least second amplified target polynucleotide sequence products, wherein the detection of both the first amplified target polynucleotide sequence product and the second amplified target polynucleotide sequence product is indicative of the presence of E. coli O157:H7 in a sample and not E. coli O55:H7.

Abstract: Embodiments of the disclosure relate to isolated nucleic acid sequences, methods of use thereof, and workflows for detection of several Listeria species in a sample, particularly in a food or environmental sample. Embodiments of the disclosure may also be used to detect one or more species or strains of Listeria from each other, for example L. grayi may be detected independently of other Listeria spp. Some embodiments also describe a duplexed assay that can detect L. monocytogenes, L. innocua, L. welshimeri, L. seelgeri, L. marthii (formerly incertae-sedis), L. ivanovii, and L. grayi. Kits for detection of Listeria are also described. In some embodiments, methods and kits of the disclosure may comprise a TAQMAN® assay. In some embodiments, 0.2-2 cfu of Listeria spp. are detected using the compositions, methods and kits after a 24-28 hour enrichment period.

Abstract: Disclosed are assays, methods and kits for the specific detection of E. coli O157:H7 and not E. coli O55:H7 from complex food matrices, water, a beverage sample, a fermentation broth, a forensic sample, an environmental sample (e.g., soil, dirt, garbage, sewage, air, or water), including food processing and manufacturing surfaces, or a biological sample.

Abstract: Methods and compositions useful for neuronal protection in retinal cells in vitro and the protection of mammalian cells from reactive oxygen species in vivo are provided. Ultrafine nano-size cerium oxide particles, less than 10 nanometers in diameter, have been provided to decrease reactive oxygen species (ROS) in retina tissue that generates large amounts of ROS. These reactive oxygen species (ROS) are involved in light-induced retina degeneration and age-related macular degeneration (AMD). Cerium oxide nanoparticles have been used to promote the lifespan of retinal neurons and protect the neurons from apoptosis induced by hydrogen peroxide in vitro and in vivo. The neuronal protection in retinal cells is achieved by decreasing generation of intracellular reactive oxygen species (ROS). Thus, cerium oxide particles are used to promote the longevity of retinal neurons in vitro and mammalian cells in vivo.

Abstract: Methods and compositions useful for neuronal protection in retinal cells in vitro and the protection of mammalian cells from reactive oxygen species in vivo are provided. Ultrafine nano-size cerium oxide particles, less than 10 nanometers in diameter, have been provided to decrease reactive oxygen species (ROS) in retina tissue that generates large amounts of ROS. These reactive oxygen species (ROS) are involved in light-induced retina degeneration and age-related macular degeneration (AMD). Cerium oxide nanoparticles have been used to promote the lifespan of retinal neurons and protect the neurons from apoptosis induced by hydrogen peroxide in vitro and in vivo. The neuronal protection in retinal cells is achieved by decreasing generation of intracellular reactive oxygen species (ROS). Thus, cerium oxide particles are used to promote the longevity of retinal neurons in vitro and mammalian cells in vivo.

Abstract: Methods and compositions useful for neuronal protection in retinal cells in vitro and the protection of mammalian cells from reactive oxygen species in vivo are provided. Ultrafine nano-size cerium oxide particles, less than 10 nanometers in diameter, have been provided to decrease reactive oxygen species (ROS) in retina tissue that generates large amounts of ROS. These reactive oxygen species (ROS) are involved in light-induced retina degeneration and age-related macular degeneration (AMD). Cerium oxide nanoparticles have been used to promote the lifespan of retinal neurons and protect the neurons from apoptosis induced by hydrogen peroxide in vitro and in vivo. The neuronal protection in retinal cells is achieved by decreasing generation of intracellular reactive oxygen species (ROS). Thus, cerium oxide particles are used to promote the longevity of retinal neurons in vitro and mammalian cells in vivo.