Abstract: A method for magnetic resonance imaging (MRI) includes determining a Partial Fourier (PF) factor and an acceleration factor for acquiring k-space data from a subject. The method also includes acquiring a set of k-space data from the subject using the PF factor along with an under-sampling technique, wherein the under-sampling technique is dependent on the acceleration factor. The image of the subject is reconstructed by processing the set of k-space data using a deep learning (DL) network.

Abstract: A method includes acquiring an MRI complex signal having a plurality of complex echoes during an SWI sequence. The method includes phase filtering each complex echo of the plurality of complex echoes. The method also includes generating a respective phase image and a respective magnitude image from each phase filtered complex echo. The method further includes combining separately the respective magnitude images of the plurality of complex echoes with each other to generate a combined magnitude image and the respective phase images of the plurality of complex echoes with each other to generate a combined phase image. The method includes generating a complex image from both the combined magnitude image and the combined phase image. The method includes utilizing a deep learning-based denoising network to denoise the complex image to generate a denoised complex image.

Abstract: A system and method for creating a performance-optimized server image. The method includes receiving performance information of one or more servers of a first type. Current values for performance parameters of the one or more servers are determined based on the logs. Optimal value ranges for the performance parameters are determined. In response to determining that, for at least one performance parameter, a current value is outside a respective optimal value range, a new version of the server image is created. New values for the performance parameters are determined. In response to determining that, for each performance parameter, a new value is within a respective optimal value range, the new version of the server image is validated as a performance-optimized version of the server image.

Abstract: The present disclosure relates to systems and methods for enhancing computer services with parallel models. A training dataset can be generated. Computer models can be trained using the training dataset. Second data can be partitioned into a set of data subsets. Each data subset can be allocated to a different computer model. Projections of data points can be generated by executing each computer model using a corresponding data subset. Relative differences between the projections can be determined. An output of the computer models can be provided by aggregating the projections of data points.

Abstract: Beam and antenna array split configuration optimization is disclosed. A network node device generates a beam dictionary defining a set of beams. The network node device estimates a traffic density distribution for a radio channel based on obtained channel quality information. The network node device determines, for each of at least two array split configurations associated with a transceiver antenna array of the network node device, a set of optimal beams from the beam dictionary that optimizes a utility function, based on the estimated traffic density distribution. The network node device selects an array split configuration that maximizes the utility function across a coverage area of a radio cell associated with the network node device. The network node device applies the selected array split configuration to the transceiver antenna array in response to evaluating that the selected array split configuration improves downlink performance.

Abstract: The present disclosure discloses compositions comprising maribavir, methods of providing the same, and compositions providing intermediates useful in providing maribavir.

Abstract: The present invention discloses a recombinant adenovirus vector of a replication-defective human adenovirus (HAdv85C5) or a bovine adenovirus (BAdv85C5) comprising a recombinant adenovirus vector having a heterologous DNA segment encoding mycobacterial Ag85B-p25 epitope (SEQ ID NO: 1), mycobacterial Ag85B-p25 epitope fusion of autophagy-inducing peptide-C5 (SEQ ID NO: 2), or a substantially homologous functional fragment thereof. The vector, having a heterologous DNA segment of SEQ ID NO: 3, SEQ ID NO: 4, or a substantially homologous functional fragment thereof, is an effective vaccine for therapeutically or prophylactically immunizing a subject for protection of infections by various microorganisms, especially Mycobacterium tuberculosis (Mtb), which causes the widespread tuberculosis. Methods of uses and pharmaceutical composition matters are within the scope of this disclosure.

Abstract: The present disclosure discloses compositions comprising maribavir, methods of providing the same, and compositions providing intermediates useful in providing maribavir.

Abstract: The present disclosure discloses compositions comprising maribavir, methods of providing the same, and compositions providing intermediates useful in providing maribavir.

Abstract: A safety housing based implant/medicament injecting system. The system includes a needle assembly prefilled with an implant/medicament for injection and an injecting needle/cannula, a housing for accommodating the needle assembly under usual bias inside said housing, a plunger means having a plunger rod configured for stage-wise forward motion including an initial-injecting plunger forward motion with the needle assembly within the housing to first engage the needle assembly with the housing and a subsequent continuing-injecting plunger forward motion independent of the needle assembly for injecting the implant/medicament. The needle assembly configured to return post-injecting to be secured inside said housing blocking any subsequent use thereof.

Abstract: A network management system (NMS) is described that determines a cause or contributor of an issue of an application session or predicts an issue with the application session and invokes one or more actions to remedy or prevent the issue. NMS is configured to determine one or more network features that cause and/or contribute to an issue of an application session that has already occurred (referred to herein as “reactive issue determination”) and/or predict an issue with an application session and one or more network features that impact the performance of the application session (referred to herein as “predictive issue determination”), and invoke one or more actions to remedy or prevent the issue, in accordance with one or more techniques of this disclosure.

Abstract: A tire curing press includes a top structure and a bottom structure. Hollow squeeze cylinders that can be extended and retracted are mounted underside of the bottom structure. Squeeze columns are mounted inside respective hollow pistons that can slide inside respective cylinders. Grooves are formed at intermediate position on the columns to obtain variable heights between the top and bottom structures. Lock assemblies are assembled concentric to each column above the top structure. The lock assemblies have clamping plates capable of being pulled towards each other to engage with the grooves and to lock the top structure with the columns. Distance sensors are provided to determine a distance between the grooves of each column and the clamping plates when the squeeze cylinders are retracted. Control means are configured to independently disengage the clamping plates from the grooves of each column when a predetermined distance is sensed by the distance sensors.

Abstract: A safety housing based implant/medicament injecting system. The system includes a needle assembly prefilled with an implant/medicament for injection and an injecting needle/cannula, a housing for accommodating the needle assembly under usual bias inside said housing, a plunger means having a plunger rod configured for stage-wise forward motion including an initial-injecting plunger forward motion with the needle assembly within the housing to first engage the needle assembly with the housing and a subsequent continuing-injecting plunger forward motion independent of the needle assembly for injecting the implant/medicament. The needle assembly configured to return post-injecting to be secured inside said housing blocking any subsequent use thereof.

Abstract: A system and method of manufacturing an aluminum fuel cell cradle includes providing a negative cast mold having cavities to form the cradle having a length greater than a width to define a longitudinal axis and providing a feeding mechanism disposed about the mold and in fluid communication with the cavities thereof. The feeding mechanism includes primary risers connected to and in fluid communication with the cavities. The method further includes melting a first metallic material to define a molten metallic material, moving the mold to a vertical orientation about the longitudinal axis while feeding molten metallic material through the runner to the cavities, and moving the cast mold to a horizontal orientation. A second solidification time in the risers is greater than a first solidification time in the mold such that shrinkage of the solidified metallic material occurs in the risers away from the mold.

Abstract: The present invention generally relates to the field of automated functional testing, and, more particularly, to a method and system for validation of calculation code against calculation specification. Currently the validation is done manually which is time consuming and effort intensive. Embodiments of present disclosure provide an automated method of validation by generating a schema from the calculation specification, retrieving data based on the schema, executing the intermediate calculations, and comparing the result with the output from the calculation code. The method requires minimal manual input and is a fast, simple, resilient and low-code/no-code technique that can be extended to support any type of calculation code and calculation specifications with minimal or no change.

Abstract: An example computer system for migration of information can include: one or more processors; and non-transitory computer-readable storage media encoding instructions which, when executed by the one or more processors, causes the computer system to create: a synchronization module programmed to migrate data from a source data store to a target data store, wherein the synchronization module is configured to control how much of the data is migrated; and a validation module programmed to validate the data between the source data store and the target data store.

Abstract: A broadcast subsystem of a processor system includes: a set of broadcast buses, each broadcast bus in the set of broadcast buses electrically coupled to a subset of primary memory units in the set of primary memory units; a primary memory unit queue: configured to store a first set of data transfer requests associated with the set of primary memory units; electrically coupled to the data buffer a broadcast scheduler: electrically coupled to the primary memory unit queue; electrically coupled to the set of broadcast buses; and configured to transfer source data from the data buffer to a target subset of primary memory units in the set of primary memory units via the set of broadcast buses based on the set of data transfer requests stored in the primary memory unit queue.

Abstract: Systems and methods are provided for intelligent driving monitoring systems, advanced driver assistance systems and autonomous driving systems, and providing one-click driver image labeling to facilitate the assignment of drive time to a driver. Various aspects of the driver and/or passengers may be determined, which may include a driver identifier previously associated with the driver, whether the driver is wearing a facial covering, whether an image of the driver is partially occluded, whether the driver is facing in the direction of the camera, and whether an image of the driver is expected to be easily recognizable to a person tasked with assigning representative driver images to driver identifiers. These determinations may be used to improve the efficacy and ease-of-use of a visual login system.

Abstract: A system and method of manufacturing an aluminum fuel cell cradle includes providing a negative cast mold having cavities to form the cradle and providing a feeding mechanism disposed about the mold and in fluid communication with the cavities thereof. The feeding mechanism includes a plurality of primary risers connected to and in fluid communication with cavities. The method further includes melting a first metallic material to define a molten metallic material, and moving the mold to a vertical casting orientation about a rotational axis, while feeding molten metallic material through the runner to the cavities, and cooling the molten metallic material to define a solidified metallic material. A second solidification time in the risers is greater than a first solidification time in the mold such that shrinkage of the solidified metallic material occurs in the risers away from the mold.

Abstract: A safety housing based implant/medicament injecting system. The system includes a needle assembly prefilled with an implant/medicament for injection and an injecting needle/cannula, a housing for accommodating the needle assembly under usual bias inside said housing, a plunger means having a plunger rod configured for stage-wise forward motion including an initial-injecting plunger forward motion with the needle assembly within the housing to first engage the needle assembly with the housing and a subsequent continuing-injecting plunger forward motion independent of the needle assembly for injecting the implant/medicament. The needle assembly configured to return post-injecting to be secured inside said housing blocking any subsequent use thereof.