Abstract: In one embodiment, a method includes positioning an infrared hyperthermia heating device at least a predetermined distance away from an area of a patient's skin treated with radiation therapy and activating the infrared hyperthermia heating device to heat the area of the patient's skin. The method further includes heating, by the infrared hyperthermia heating device, the area of the patient's skin to a predetermined temperature; maintaining, using the infrared hyperthermia heating device, the predetermined temperature for a predetermined period of time; and deactivating the infrared hyperthermia heating device after the predetermined period of time to cease heating the area of the patient's skin.

Abstract: Various embodiments of the present disclosure provide an optimization model technique that improves the functionality of a computer in various aspects. The techniques comprise receiving a request that identifies an input dataset and a set of input performance parameters, extracting one or more features of the input dataset, determining a subset of target datasets from a set of historical datasets associated with an optimization model based on a comparison between the one or more features of the input dataset and one or more historical features associated with a historical dataset of the set of historical datasets, extracting a set of historical performance parameters from the subset of target datasets, and outputting an optimization model indicator corresponding to the optimization model based on a comparison between the set of historical performance parameters and the set of input performance parameters.

Abstract: The present application describes methods and systems which may automatically extract structured data. One method includes receiving a structured data file in a first data file structure; generating a visual representation of the structured data file; extracting a featureset including a plurality of features from the visual representation via an image classification model; comparing the featureset of the visual representation to one or more featuresets associated with other structured data files; based on a determination that the featureset is within a predetermined threshold distance from an identified featureset from among the one or more featuresets, selecting a template associated with identified featureset, the template including a definition of at least one key and at least one position; using the selected template to identify key-value pairs within the structured data file; and automatically generating an output file in a common data file structure from information in the structured data file.

Abstract: In one embodiment, a method includes positioning an infrared hyperthermia heating device at least a predetermined distance away from an area of a patient's skin treated with radiation therapy and activating the infrared hyperthermia heating device to heat the area of the patient's skin. The method further includes heating, by the infrared hyperthermia heating device, the area of the patient's skin to a predetermined temperature; maintaining, using the infrared hyperthermia heating device, the predetermined temperature for a predetermined period of time; and deactivating the infrared hyperthermia heating device after the predetermined period of time to cease heating the area of the patient's skin.

Abstract: A cloud misconfiguration remediation application (“remediation application”) has been created that generates a remediation action for a resource misconfiguration detected with a CSPM policy. The remediation application includes a conversation agent that interacts with the foundation model according to a chain of prompts/input sequences. The conversation agent constructs the chain of prompts based on a template, the CSPM policy, metadata about the CSPM policy and the misconfigured cloud resource, and responses from the foundation model. The remediation application aggregates the responses into a remediation action that can either be automatically performed or presented for consideration by a user.

Abstract: A system has been created to automatically expand CSPM coverage for an organization based on CSP offerings and organization usage of cloud resources. The system crawls API specifications of each CSP used by an organization to extract cloud resource metadata including attributes and attribute descriptions. The system classifies each discovered attribute as related to security or not related to security. The system then filters out those security related attributes that already have CSPM coverage. The system collects information across different data sources corresponding to CSPM for the organization, such as audit logs and ingestion requests. The system then prioritizes resource attributes for metadata ingestion based on configurable parameters that consider newly discovered CSP offerings represented by discovered security related attributes. According to the prioritization, the system generates templates to execute for ingestion.

Abstract: A method for controlling at least one of a plurality of audio streams in an audio device is disclosed. The method includes: receiving a first audio stream and a second audio stream from the plurality of audio streams, wherein each of the first audio stream and the second audio stream corresponds to an encoded signal having a watermark, wherein of the first audio stream and the second audio stream is received from a User Equipment (UE); initiating an operation of the first audio stream and the second audio stream on the audio device; and controlling the operation of at least one of the first audio stream and the second audio stream based on receiving an input.

Abstract: The present invention relates to large scale manufacture of nanoscale microsheets for use in applications such as wound healing or modification of a biological or medical surface.

Abstract: A cloud misconfiguration remediation application (“remediation application”) has been created that generates a remediation action for a resource misconfiguration detected with a CSPM policy. The remediation application includes a conversation agent that interacts with the foundation model according to a chain of prompts/input sequences. The conversation agent constructs the chain of prompts based on a template, the CSPM policy, metadata about the CSPM policy and the misconfigured cloud resource, and responses from the foundation model. The foundation model is implemented with retrieval augmented generation (RAG) that uses an embedding database built with remediation documentation of the CSP. Prompts from the conversation agent are augmented based on the implemented RAG. The remediation application aggregates the responses into a remediation action that can either be automatically performed or presented for consideration by a user.

Abstract: Embodiments are directed to providing control functionality of a display of an electronic device. The method includes determining, by the electronic device, an event and partitioning, by the electronic device, a rear side of the electronic device into dynamic tiles based on multiple parameters associated with the display, based on determining the event. The method also includes detecting, by the electronic device, a user gesture on the dynamic tile on the rear side of the electronic device and classifying, by the electronic device, the detected gesture into a gesture category. Further, the method includes determining, by the electronic device, a functionality based on the gesture on the rear side of the electronic device and the corresponding gesture category. The method includes controlling, by the electronic device, the functionality on the display of the electronic device.

Abstract: A system has been created to automatically expand CSPM coverage for an organization based on CSP offerings and organization usage of cloud resources. The system crawls API specifications of each CSP used by an organization to extract cloud resource metadata including attributes and attribute descriptions. The system classifies each discovered attribute as related to security or not related to security. The system then filters out those security related attributes that already have CSPM coverage. The system collects information across different data sources corresponding to CSPM for the organization, such as audit logs and ingestion requests. The system then prioritizes resource attributes for metadata ingestion based on configurable parameters that consider newly discovered CSP offerings represented by discovered security related attributes. According to the prioritization, the system generates templates to execute for ingestion.

Abstract: A cloud misconfiguration remediation application (“remediation application”) has been created that generates a remediation action for a resource misconfiguration detected with a CSPM policy. The remediation application includes a conversation agent that interacts with the foundation model according to a chain of prompts/input sequences. The conversation agent constructs the chain of prompts based on a template, the CSPM policy, metadata about the CSPM policy and the misconfigured cloud resource, and responses from the foundation model. The foundation model is implemented with retrieval augmented generation (RAG) that uses an embedding database built with remediation documentation of the CSP. Prompts from the conversation agent are augmented based on the implemented RAG. The remediation application aggregates the responses into a remediation action that can either be automatically performed or presented for consideration by a user.

Abstract: The present invention relates to large scale manufacture of nanoscale microsheets for use in applications such as wound healing or modification of a biological or medical surface.

Abstract: Systems and methods for automatically populating documents about special entities are disclosed herein. An example method is performed by one or more processors of a computing system. The example method may include receiving user data, extracting a list of entities associated with the user and a list of events that occurred between the user and the entities, transforming metadata for the events associated with entities of interest into vectorized embeddings, selectively classifying, using a binary classifier model, ones of the entities as special entities and ones of the events as special events for a set of documents, assigning, using a multi-class classifier model, one of a plurality of categories to each special event associated with each special entity, each of the categories mapping to a corresponding section within the set of documents, and populating, for each special entity, the corresponding sections within the set of documents based on the categories.

Abstract: Embodiments are directed to providing control functionality of a display of an electronic device. The method includes determining, by the electronic device, an event and partitioning, by the electronic device, a rear side of the electronic device into dynamic tiles based on multiple parameters associated with the display, based on determining the event. The method also includes detecting, by the electronic device, a user gesture on the dynamic tile on the rear side of the electronic device and classifying, by the electronic device, the detected gesture into a gesture category. Further, the method includes determining, by the electronic device, a functionality based on the gesture on the rear side of the electronic device and the corresponding gesture category. The method includes controlling, by the electronic device, the functionality on the display of the electronic device.

Abstract: The disclosure relates to a system and a method for enhancing user experience of an electronic device during abnormal sensation in a user body. The method includes determining, by a detection module, a level of abnormal sensation in the user body, generating, by a prevention module, vibrations of required frequency in a wearable device and in the electronic device, and performing, by an event modulation module, one or more functions for enhancing the user experience of the electronic device.

Abstract: The present application describes methods and systems which may automatically extract structured data. One method includes receiving a structured data file in a first data file structure; generating a visual representation of the structured data file; extracting a featureset including a plurality of features from the visual representation via an image classification model; comparing the featureset of the visual representation to one or more featuresets associated with other structured data files; based on a determination that the featureset is within a predetermined threshold distance from an identified featureset from among the one or more featuresets, selecting a template associated with identified featureset, the template including a definition of at least one key and at least one position; using the selected template to identify key-value pairs within the structured data file; and automatically generating an output file in a common data file structure from information in the structured data file.

Abstract: The present invention relates to large scale manufacture of nanoscale microsheets for use in applications such as wound healing or modification of a biological or medical surface.

Abstract: Embodiments are directed to providing control functionality of a display of an electronic device. The method includes determining, by the electronic device, an event and partitioning, by the electronic device, a rear side of the electronic device into dynamic tiles based on multiple parameters associated with the display, based on determining the event. The method also includes detecting, by the electronic device, a user gesture on the dynamic tile on the rear side of the electronic device and classifying, by the electronic device, the detected gesture into a gesture category. Further, the method includes determining, by the electronic device, a functionality based on the gesture on the rear side of the electronic device and the corresponding gesture category. The method includes controlling, by the electronic device, the functionality on the display of the electronic device.

Abstract: The present invention relates to the use of compositions comprising sialic acid to inhibit or treat coronavirus infections, and in particular those caused by SARS-CoV-2 (Severe Acute Respiratory Syndrome Coronavirus 2).