Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in the process stream by applying non-condensable media to create density differences and then using a mechanical device to separate the solids from the liquids based on the density difference. The process produces the liquids and solids, which may be further processed to create valuable animal feed products.

Abstract: This disclosure describes a method for retrofitting an existing plant. The method includes adding a fractionation process to separate bran from other components in a feedstock to the existing plant, adding a pretreatment process downstream of the fractionation process, the pretreatment process configured to receive the bran and utilize water and heat to break down cellulose and hemicellulose in the bran; adding a hydrolysis and cellulosic fermentation process downstream of the pretreatment process and upstream of the fermentation process to hydrolyze the bran with a cellulase enzyme complex cocktail and to ferment with an organism to produce cellulosic beer; and combining the cellulosic beer with starch from the grain in the existing plant into the fermentation process to increase overall yield per feedstock unit in the existing plant.

Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in a defiber process stream by using two or more mechanical devices to separate the solids from the liquids based on density differences. The process produces animal feed products having a protein content ranging from approximately 45% to approximately 64%.

Abstract: Various systems and methods are described herein that facilitate the automatic monitoring, evaluating, and analysis of information gathered during a telemedicine appointment. The systems and methods are further adapted to generate automated clinical notes. Such systems, methods and apparatuses further allow for flexible, dynamic pricing and scheduling of telemedicine services based on a number of different factors including patient preferences and physician characteristics.

Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in the process stream by applying non-condensable media to create density differences and then using a mechanical device to separate the solids from the liquids based on the density difference. The process produces the liquids and solids, which may be further processed to create valuable animal feed products.

Abstract: Various systems and methods are described herein that facilitate the automatic monitoring, evaluating, and analysis of information gathered during a telemedicine appointment. The systems and methods are further adapted to generate automated clinical notes. Such systems, methods and apparatuses further allow for flexible, dynamic pricing and scheduling of telemedicine services based on a number of different factors including patient preferences and physician characteristics.

Abstract: A system for streamlining health insurance claims adjudication in musculoskeletal diagnostics and interventions, the system causing a server to: process at least one document and image to produce at least one document and image feature; extract the at least one document and image feature to produce an extracted document and image feature; extract, via a classification and interpretation algorithm, the at least one peer review to produce an extracted opinion feature; analyze at least one social determinant of health to produce at least one analyzed social determinant of health; compile the extracted document feature, the extracted image feature, the extracted opinion feature, and the at least one analyzed social determinant of health to produce a compiled patient data; evaluate the compiled patient data; and produce, based upon the evaluation of the compiled patient data, at least one of a claim approval and a claim denial.

Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in the process stream by applying non-condensable media to create density differences and then using a mechanical device to separate the solids from the liquids based on the density difference. The process produces the liquids and solids, which may be further processed to create valuable animal feed products.

Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in a defiber process stream by using two or more mechanical devices to separate the solids from the liquids based on density differences. The process produces animal feed products having a protein content ranging from approximately 45% to approximately 64%.

Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in a defiber process stream by using two or more mechanical devices to separate the solids from the liquids based on density differences. The process produces animal feed products having a protein content ranging from approximately 45% to approximately 64%.

Abstract: A method may receive a prior authorization approval request through a device connected to a network. The method may also obtain data from previous prior authorization decisions, documentation, socioeconomic variables, expert or peer review opinions, and imaging data, which may include medical imaging, histologic pathology, or serology data. Using one or more servers, the method may determine the extent of disease in a patient based on the imaging data. The method may further adjust prior authorization decision-making parameters by considering the expert or peer review opinions, previous decisions, documentation, socioeconomic variables, and imaging data. Finally, the method may generate a likelihood of prior authorization approval.

Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in a defiber process stream by using two or more mechanical devices to separate the solids from the liquids based on density differences. The process produces animal feed products having a protein content ranging from approximately 45% to approximately 64%.

Abstract: This disclosure describes processes for using a single cellulosic feedstock or a combination of two or more different cellulosic feedstocks with a starch component to produce a fermented product. The process includes separating the components of the cellulosic feedstocks with fractionation, pretreating a component with wet fractionation with chemicals, hydrolysis and fermenta-tion of the pretreated feedstock(s) to produce cellulosic biofuel. The process may include combining the cellulosic feedstock(s) with other components to a cook and/or a fermentation process, distilling and dehydrating the combined components to produce the biofuel. The process may also include producing a whole stillage stream from the feedstock(s) and mechanically processing the whole stillage stream to produce a high-value protein animal feed.

Abstract: This disclosure describes processes for using a single cellulosic feedstock or a combination of two or more different cellulosic feedstocks with a starch component to produce a fermented product. The process includes separating the components of the cellulosic feedstocks with fractionation, pretreating a component with wet fractionation with chemicals, hydrolysis and fermentation of the pretreated feedstock(s) to produce cellulosic biofuel. The process may include combining the cellulosic feedstock(s) with other components to a cook and/or a fermentation process, distilling and dehydrating the combined components to produce the bio fuel. The process may also include producing a whole stillage stream from the feedstock(s) and mechanically processing the whole stillage stream to produce a high-value protein animal feed.

Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in the process stream by using a mechanical device to separate the solids from the liquids based on a density difference. The process produces the liquids and solids, which may be further processed to create valuable animal feed products.

Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in the process stream by using a mechanical device to separate the solids from the liquids based on a density difference. The process produces the liquids and solids, which may be further processed to create valuable animal feed products.

Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in the process stream by applying non-condensable media to create density differences and then using a mechanical device to separate the solids from the liquids based on the density difference. The process produces the liquids and solids, which may be further processed to create valuable animal feed products.

Abstract: An apparatus for collision avoidance by surface proximity detection includes a plurality of piezoelectric elements disposed adjacent to a surface of an object, a memory storing instructions, and at least one processor configured to execute the instructions to control a first one among the piezoelectric elements to generate an acoustic wave along the surface of the object, and receive, via a second one among the piezoelectric elements, an acoustic wave signal corresponding to the generated acoustic wave. The at least one processor is further configured to execute the instructions to filter the received acoustic wave signal, using a band-pass filter for reducing noise of the received acoustic wave signal, obtain a proximity signal for proximity detection, from the filtered acoustic wave signal, using a linear time-invariant filter, and detect whether an obstacle is proximate to the surface of the object by inputting the obtained proximity signal into a neural network.

Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in the process stream by applying non-condensable media to create density differences and then using a mechanical device to separate the solids from the liquids based on the density difference. The process produces the liquids and solids, which may be further processed to create valuable animal feed products.

Abstract: This disclosure describes methods to separate solids from liquids in a production facility. A process separates components in the process stream by using a mechanical device to separate the solids from the liquids based on a density difference. The process produces the liquids and solids, which may be further processed to create valuable animal feed products.