Abstract: The present disclosure describes an exemplary system and method for the digitization of tissue slides based on associations among serial sections. The system includes at least a computing device, wherein the computing device includes a memory and processor communicatively connected to one another, and a scanner, configured to scan a slide and send a digitized image of the slide to the computing device. A method for the digitization of tissue slides based on associations among serial sections may include receiving a candidate tissue map associated with a candidate tissue section, receiving a reference tissue map associated with a reference tissue section, aligning the candidate tissue map to the reference tissue map, comparing the aligned candidate tissue map to the reference tissue map, and generating a regenerated candidate tissue map as a function of the reference tissue map.

Abstract: A method for visualization of digitized slides is disclosed. The method comprises retrieving, using at least a processor, a digitized slide, determining, using the at least a processor, one or more visualization components of the digitized slide, generating, using the at least a processor, a virtual slide corresponding to the digitized slide based on the one or more visualization components, conditionally adjusting, using the at least a processor, a parameter of the virtual slide using one or more predefined temples, and displaying, using a user display, a visualization of the virtual slide.

Abstract: An apparatus for visualization of digitized glass slides belonging to a patient case having a processor and a memory communicatively connected to the processor, the memory containing instructions configuring the processor to receive an image data set having a plurality of images of one or more specimens and metadata of the plurality of images of the one or more specimens, identify one or more constituent virtualization components for each image, determine a relationship between the one or more constituent visualization components as a function of the image data set, construct a plurality of virtual images as a function of the image data set and the relationship between the one or more virtual constituent components, wherein each of plurality of the images includes at least one virtual constituent component, generate a consolidated virtual image as a function of the plurality of virtual images and display the consolidated virtual image.

Abstract: An apparatus for generating a confidence score associated with a scanned label is disclosed. The apparatus includes at least a processor and a memory communicatively connected to the at least a processor. The memory instructs the processor to receive a profile, wherein the profile includes at least a label and a plurality of digital representations of slides, perform a flip detection process on the profile to verify the orientation of at least slide data of the profile, generate a scanned label as a function of the at least a label, determine a confidence score associated with the scanned label, adjust the confidence score for accuracy, and display the confidence score using a display device.

Abstract: Certain aspects of the disclosure provide a method of providing an interactive user support interface, the method comprising receiving a communication with a support request for an application. The method further comprising determining, based on the communication, an account associated with the application and determining, based on the account, that the user is an active session in to the application. The method further comprising determining support content responsive to the support request and causing the support content to be displayed within the application based on the determination that the user is an active session in to the application.

Abstract: The present disclosure describes an exemplary system and method for the digitization of tissue slides based on associations among serial sections. The system includes at least a computing device, wherein the computing device includes a memory and processor communicatively connected to one another, and a scanner, configured to scan a slide and send a digitized image of the slide to the computing device. A method for the digitization of tissue slides based on associations among serial sections may include receiving a candidate tissue map associated with a candidate tissue section, receiving a reference tissue map associated with a reference tissue section, aligning the candidate tissue map to the reference tissue map, comparing the aligned candidate tissue map to the reference tissue map, and generating a regenerated candidate tissue map as a function of the reference tissue map.

Abstract: An apparatus for generating a confidence score associated with a scanned label is disclosed. The apparatus includes at least a processor and a memory communicatively connected to the at least a processor. The memory instructs the processor to receive a profile comprising at least a label containing a plurality of metadata associated with the at least a label. The memory instructs the processor to generate a scanned label as a function of the at least a label, wherein generating a scanned label comprises scanning the at least a label using a text recognition module. The memory instructs the processor to determine a confidence score associated with the at least a label as a function of a comparison between the scanned label and a plurality of historical scanned labels. The memory instructs the processor to display the confidence score using a display device.

Abstract: Systems, apparatus, articles of manufacture, and methods are disclosed to prevent data loss, including determining a multi-layered security protocol from a plurality of security protocols stored in a database, after a determination that the multi-layered security protocol includes at least one security protocol corresponding to each unique type, causing the multi-layered security protocol to be enabled, after a breach of the multi-layered security protocol, performing an enforcement, the enforcement to include using a third-party integration and notifying a developer.

Abstract: Systems, apparatus, articles of manufacture, and methods are disclosed to generate and monitor security infrastructure. An example apparatus comprises programmable circuitry to at least one of instantiate or execute the machine readable instructions to: provision the security infrastructure based on a security infrastructure generation request; detect a global infrastructure template based on the security infrastructure generation request; and generate the security infrastructure based on the provisioned security infrastructure, the global infrastructure template, and an identified security infrastructure generation authorization, the security infrastructure generation authorization to indicate whether the generation of the security infrastructure is permitted.

Abstract: Systems, apparatus, articles of manufacture, and methods are disclosed to tag cloud resources. An example apparatus includes interface circuitry, machine readable instructions, and programmable circuitry to at least one of instantiate or execute the machine readable instructions to obtain first accesses of a cloud resource, the first accesses defining a first usage pattern associated with the cloud resource, associate the cloud resource with a business environment based on the first accesses, compare the first usage pattern to a second usage pattern corresponding to historical accesses of reference cloud resources associated with the business environment, and when the first usage pattern is different from the second usage pattern, limit second accesses of the cloud resource based on the second usage pattern.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a first network node may receive second phase tracking reference signal (PTRS) configuration information for a second PTRS that is associated with a second network node. The first network node may transmit a physical downlink shared channel (PDSCH) that includes a first PTRS that is based at least in part on first PTRS configuration information, the PDSCH being based at least in part on cross-PTRS rate matching and the second PTRS configuration information. Numerous other aspects are described.

Abstract: The present invention discloses activated carbon beads with reduced dust spillage, packaged in pervious canisters or sachets. The activated carbon beads are spherical in shape that allows to insert enough quantity of the activated carbon in the package. The spherical beads provide higher surface area to improve the adsorption performance and in turn reduce the dust spillage of the activated carbon from the package. The activated carbon beads are packaged in pervious canisters or sachets to adsorb contaminant gases emitting through food, pharmaceutical and nutraceutical products. The present invention also discloses activated carbon tablet with reduced dust spillage and having have high abrasive strength, surface area and adsorption capacity. composition that includes activated carbon powder, attapulgite clay, a binder and a lubricant.

Abstract: The present invention discloses an oxygen absorber composition in the form of an oxygen absorber tablet and a process for the preparation of the oxygen absorber tablet. The oxygen absorber tablet includes composition A and iron powder. Composition A has binding agent, carbon, silica gel, clay, hygroscopic salt and magnesium stearate. The ratio of iron powder to Composition A is determined depending on the target air volume from where the oxygen is to be removed. The tablets are prepared for 30 cc, 100 cc, 250 cc and 500 cc of target air volume. The tablet has an enhanced oxygen absorption amount per unit volume. It absorbs moisture and odour from the available target air volume and helps diminish the hydrogen and carbon dioxide gas generated during oxidation. The tablets are compact, user friendly and are useful to increase the shelf life of pharmaceutical, food and nutraceutical products.

Abstract: The disclosure relates to systems and methods of generating behavior classifications that predict a behavior of an entity by training and executing a base machine learning (ML) model, a plurality of segmented ML models, and a merged ML model. Training data may be historical entity data, which may be grouped into different segments that describe the entity. The base ML model may be trained to predict entity behavior across a plurality of segments. Each segmented ML model may be trained to the generate a segmented behavior class that predicts entity behavior based on a respective segment. A system may provide the base class and the plurality of segmented classes as input to a merged model that was trained based on weights for each of the base ML model and the plurality of segmented ML models to generate a behavior classification representing a prediction of the entity behavior.

Abstract: A computing system that defines a first zone of a multi-zone computing platform is configured to (1) receive a request to access at least one given data object that is stored within the multi-zone computing platform, (2) obtain, from a global representation of available data that is stored within the multi-zone computing platform, a routing address that includes information indicating where the at least one given data object is stored, (3) validate the request to access the at least one given data object, (4) determine that the request is valid and should be allowed, (5) determine whether the at least one given data object is stored at the first zone, and (6) based on the determination, either retrieve the at least one given data object from the first zone or issue a request to retrieve the at least one given data object from a second zone.

Abstract: This disclosure relates generally to Millimeter Wave (MMW) frequency antenna scanning system. Conventional approaches available for scanning an antenna beam over a large angular swath with high directivity are unable to address concerns of size and cost involved. The technical problem of providing an MMW frequency antenna scanning system using a single small size antenna capable of scanning as desired at a desired precision is addressed in the present disclosure. The antenna scanning system provided is an electromechanical system that makes the system cost effective. Computer control provides precision control in beam steering from remote. Use of a metasurface and configuration of a radiating patch and a shorting pin in a microstrip antenna addresses the concern with regards to the size of the antenna scanning system.

Abstract: Aspects of the present disclosure relate to proactive intervention in a software application. Embodiments include selecting, by a proactive intervention system related to an application, an event of a plurality of events related to use of the application for processing based on event priorities associated with the plurality of events. Embodiments further include receiving, by the proactive intervention system, contextual information related to the event. Embodiments further include determining, by the proactive intervention system, a proactive intervention based on the event and the contextual information. Embodiments further include determining, by the proactive intervention system, that the proactive intervention can presently be provided based on intervention availability data. Embodiments further include providing, by the proactive intervention system, the proactive intervention via a user interface associated with the application.

Abstract: Some embodiments of the invention provide a novel method for performing firewall operations on a computer. The method of some embodiments instantiates first and second firewall processes on the computer. These two processes are two separate processes, which in some embodiments have separate memory allocations in the memory system of the computer. The method uses the first firewall process to examine a data message to determine whether an encryption based firewall policy (e.g., a TLS-based firewall policy) has to be enforced on the data message. Based on a determination that the encryption-based firewall policy has to be enforced on the data message, the method provides metadata, which is produced by the first firewall process in its examination of the data message, to the second firewall process. The second firewall process then uses the provided metadata to perform an encryption-based firewall operation based on the encryption-based firewall policy.

Abstract: To reduce power consumption, a user equipment (UE) may trigger a microsleep in a subframe when a physical downlink control channel (PDCCH) does not include a downlink grant. However, because the microsleep depends on the PDCCH not including a downlink grant, the UE cannot trigger the microsleep until after the PDCCH is decoded. Accordingly, in some aspects, a UE may enable an aggressive extra microsleep in which a microsleep duration may be increased by reducing a PDCCH decode time. For example, a UE may use a stale channel estimate and noise estimate from a previous subframe to perform PDCCH demapping when conditions related to a PDCCH block error rate are satisfied. In this way, removing channel estimation and noise estimation from a PDCCH demapping path may reduce the PDCCH decode time, whereby the UE may trigger a microsleep sooner to increase a sleep ratio and thereby increase power savings.