Abstract: This disclosure provides methods, components, devices and systems for providing enhanced radio channel selection using messages between wireless devices. Some aspects more specifically relate to collecting wireless channel measurement and channel state information (CSI) during a channel scan process at a wireless device. The wireless device provides the collected CSI to another wireless device connecting to the wireless network to aid in its channel selection and network connection process. In some additional aspects, a receiving wireless device receives messages which include CSI collected at another wireless device in the wireless network. The receiving wireless device uses the received CSI to reduce a channel selection time and improve channel selection decisions during a channel selection process at the receiving wireless device.

Abstract: Techniques are described for enabling or disabling extensions at runtime. Instead of providing same user experience to customers, using techniques described herein, users of the notebook service can easily customize a JupyterLab experience by enabling or disabling UI extensions. This customization request is not limited to the UI only, customers can use an API to disable and or enable extensions.

Abstract: Certain aspects of the disclosure provide systems and methods for parsing documents using machine learning. For example, a method may include receiving a document of a target document type and in a target human language. The method may include parsing the document with a specialized large language model (LLM) focused on parsing only the target document type in the target human language. The LLM may be trained using a set of training documents of the target document type. Each training document may be a résumé downloaded at least once, and has a completion score equal or greater than a threshold value. The method may include generating parsed content of the document including content extracted from the document. The method may include populating a plurality of predefined fields with the parsed content of the document. The method may include outputting the populated predefined fields to an output device.

Abstract: A method for generating a résumé may receive at least an experience parameter and a job title parameter. Related job titles in a historical résumé dataset may be selected that are semantically related to the job title parameter by using a semantically similar job title selector. The historical résumé dataset may be filtered based on at least the experience parameter and the related job titles to obtain a filtered résumé dataset. A list of user skills may be obtained by selecting skills from the filtered résumé dataset. A list of curated skills may be obtained by selecting curated skills from a curated skills dataset based on at least the experience parameter and the one or more related job titles. A list of candidate skills may be obtained by mapping skills from the list of user skills to corresponding curated skills. Selected candidate skills may be incorporated into a résumé.

Abstract: Systems and methods provide for an automated system for analyzing damage and processing claims associated with an insured item, such as a vehicle. An enhanced claims processing server may analyze damage associated with the insured item using cameras and lasers for determining the extent and severity of the damage. To aid in this determination, the server may also interface with various internal and external databases storing reference images of undamaged items and cost estimate information for repairing previously analyzed damages of similar items. Further still, the server may generate a payment for compensating a claimant for repair of the insured item.

Abstract: Techniques for managing session lifecycles through custom scripts in a network environment are provided. In one technique, a container of a virtual machine receives a termination signal that is associated with a command to delete or deactivate a session of the container. In response and prior to terminating the session, the container identifies and executes a script that is associated with the command. After the script completes executing, the session is deleted or deactivated. In another technique, cloud system receives reference data that identifies a storage location of a script. A virtual machine is created in the cloud system. Based on the reference data, the script is downloaded from the storage location into storage that is local to the virtual machine. The script is executed and a session within a container of the virtual machine is initiated.

Abstract: Disclosed herein are genes which are differentially expressed in venule endothelial cells (V-ECs) compared to non-venule endothelial cells (NV-ECs), and methods and compositions relating to those genes. In particular, described herein are methods of reducing the venuleness of endothelial cells (ECs) for treating inflammatory diseases, and methods of increasing the venuleness of ECs for treating cancers.

Abstract: Systems and methods provide for an automated system for analyzing damage and processing claims associated with an insured item, such as a vehicle. An enhanced claims processing server may analyze damage associated with the insured item using cameras and lasers for determining the extent and severity of the damage. To aid in this determination, the server may also interface with various internal and external databases storing reference images of undamaged items and cost estimate information for repairing previously analyzed damages of similar items. Further still, the server may generate a payment for compensating a claimant for repair of the insured item.

Abstract: Systems and methods provide for an automated system for analyzing damage and processing claims associated with an insured item, such as a vehicle. An enhanced claims processing server may analyze damage associated with the insured item using cameras and lasers for determining the extent and severity of the damage. To aid in this determination, the server may also interface with various internal and external databases storing reference images of undamaged items and cost estimate information for repairing previously analyzed damages of similar items. Further still, the server may generate a payment for compensating a claimant for repair of the insured item.

Abstract: Systems and methods provide for an automated system for analyzing damage and processing claims associated with an insured item, such as a vehicle. An enhanced claims processing server may analyze damage associated with the insured item using cameras and lasers for determining the extent and severity of the damage. To aid in this determination, the server may also interface with various internal and external databases storing reference images of undamaged items and cost estimate information for repairing previously analyzed damages of similar items. Further still, the server may generate a payment for compensating a claimant for repair of the insured item.

Abstract: Systems and methods provide for an automated system for analyzing damage and processing claims associated with an insured item, such as a vehicle. An enhanced claims processing server may analyze damage associated with the insured item using cameras and lasers for determining the extent and severity of the damage. To aid in this determination, the server may also interface with various internal and external databases storing reference images of undamaged items and cost estimate information for repairing previously analyzed damages of similar items. Further still, the server may generate a payment for compensating a claimant for repair of the insured item.

Abstract: A method includes receiving location reports indicating locations of mobile devices associated with users of an internet platform, registering a count for each location report, determining, for each location report received from a mobile device, a recent location report received from the mobile device indicating a previous location and registering a transition for each of a paired location report and recent location report, corresponding to a pair of locations. The method includes counting a number of transitions corresponding to a particular pair of locations and determining common transitions by comparing the number of transitions to a threshold value.

Abstract: A spectating system that generates game inputs based on spectating inputs and provides the game inputs to game systems according to an application programming interface (API). The spectating inputs may include spectator participation statistics, text chat inputs, audio inputs, and spectator interactions with a spectating user interface. The game inputs may include random numbers based on the spectating inputs that may be used as entropy sources for games. The game inputs may also include parameter inputs that provide values for parameters in the game based on spectating inputs. The spectators may become involved in the games being broadcast by influencing game play via the spectating inputs. Game play for the players may be enhanced by providing interesting variations in game play based on the spectating inputs.

Abstract: Systems and methods provide for an automated system for analyzing damage and processing claims associated with an insured item, such as a vehicle. An enhanced claims processing server may analyze damage associated with the insured item using cameras and lasers for determining the extent and severity of the damage. To aid in this determination, the server may also interface with various internal and external databases storing reference images of undamaged items and cost estimate information for repairing previously analyzed damages of similar items. Further still, the server may generate a payment for compensating a claimant for repair of the insured item.

Abstract: Systems and methods for performing a query using abstracted metadata are described. As described, a metadata object that requests data from a plurality of data sources can be received from, for example, a user device. One or more queries for the one or more of the plurality of data sources based upon the metadata object can be generated. The queries can then be transmitted to the one or more data sources. Results of the queries, according to the method, can be stored in a block memory. In various embodiments, the metadata object may be user-generated and define one or more of a data source, filter conditions, sorting conditions, aggregations criteria, and an operation. Additionally, various embodiments describe updating the queries at pre-determined intervals which can be defined by the metadata object.

Abstract: Provided are systems and methods for determining consumable content that is associated with a user, determining a position associated with a location in the content, determining a snippet comprising a sub-portion of the content starting at or near the position and ending at a snippet end position, and sending, to an address associated with the user, an electronic message comprising the snippet.

Abstract: A spectating system that generates game inputs based on spectating inputs and provides the game inputs to game systems according to an application programming interface (API). The spectating inputs may include spectator participation statistics, text chat inputs, audio inputs, and spectator interactions with a spectating user interface. The game inputs may include random numbers based on the spectating inputs that may be used as entropy sources for games. The game inputs may also include parameter inputs that provide values for parameters in the game based on spectating inputs. The spectators may become involved in the games being broadcast by influencing game play via the spectating inputs. Game play for the players may be enhanced by providing interesting variations in game play based on the spectating inputs.

Abstract: This invention provides methods for multi-stage hydroprocessing treatment of FCC naphthas for improving the overall production quantity of naphtha boiling-range materials during naphtha production for low sulfur gasolines. Of particular benefit of the present processes is the selective treating of cat naphthas to remove gums instead of undercutting the overall naphtha pool by lowering the end cutpoints of the cat naphtha fraction. This maximizes the amount of refinery cat naphtha that can be directed to the gasoline blending pool while eliminating existing processing problems in hydrodesulfurization units. The processes disclosed herein have the additional benefit of minimizing octane losses in the increased naphtha pool volume.

Abstract: A system and method is disclosed for rendering an ultrasound volume. An external image of an ultrasound volume is generated. A fractional part of the external image corresponds to a fractional portion of the ultrasound volume. A composite image of the ultrasound is generated using the external image, wherein the fractional part of the external image is replaced with an internal image of the ultrasound volume fractional portion. The internal image may be generated by changing a value of a visualization parameter used to generate the external image to a value more suitable for rendering an internal image. The ultrasound volume may include a organic structure, wherein the external image depicts an outer surface of the organic structure, and the internal image depicts a vascularity of the organic structure, such that the composite image simultaneously depicts both an outer surface and the vascularity of the organic structure.

Abstract: In an ultrasound imaging system, an ultrasound scanning assembly (USC) provides volume data (VD) resulting from a three-dimensional scan of a body (BDY). A region of interest detector (RDT) detects a region within the volume data (VD) characterized by a variation of at least one data parameter, which exceeds a margin. A slice generator (SLG) may then generates-slices (SX) from the region that has been detected. These slices (SX) can be displayed on a display device (DPL).