Abstract: In an embodiment, a computer-implemented method comprises receiving at a server computer via a data communication network, a plurality of raw sensor data and a plurality of self-report score values from a plurality of mobile computing devices; using the server computer, for a particular mobile computing device from among the plurality of mobile computing devices; calculating a plurality of inference data based upon transformations of the raw sensor data and the plurality of self-report score values; the server computer accessing via the network a patient electronic health record that is associated with a user of the particular mobile computing device; inputting the raw sensor data and the electronic health record to a plurality of trained machine learning models; operating the plurality of trained machine learning models in an inference phase to generate outputs specifying probabilities that a user of the particular mobile computing device would respond above a particular threshold for each item of the patien

Abstract: Disclosed herein is a quick release weight retaining system configured to improve the safety and effectiveness of a resistance training routine. In an exemplary embodiment, the system includes a weight retainer that is removably mounted to a weight support member. The weight retainer includes an engaging apparatus that can retain and safely release a weight load during exercise. The weight is released by way of the exerciser activating a trigger. A weight can be safely and securely mounted to the weight retainer when pushed against the engaging apparatus.

Abstract: Disclosed herein is a quick release weight retaining system configured to improve the safety and effectiveness of a resistance training routine. In an exemplary embodiment, the system includes a weight retainer that is removably mounted to a weight support member. The weight retainer comprises engaging apparatus that can retain and safely release a weight load during exercise. The weight is release by way of the exerciser activating a trigger. A weight can be safely and securely mounted to the weight retainer when pushed against the engaging apparatus.

Abstract: A computer system for identifying execution paths of analytic elements comprises computer-executable instructions that configure the computer system to identify an orphan analytic element and a second analytic element associated with a network-connected software application. The system can also be configured to identify, with a computer processor, one or more common attributes associated with the orphan analytic element and the second analytic element. Based upon the one or more common attributes, the computer system can identify an execution path for the orphan analytic element. Additionally, the system can be configured to execute, at the one or more computer processors, the network-connected software application, capture network communications generated by the network-connected software application, and generate observed execution paths based on the captured network communications.

Abstract: A computer system for identifying execution paths of analytic elements comprises computer-executable instructions that configure the computer system to identify an orphan analytic element and a second analytic element associated with a network-connected software application. The system can also be configured to identify, with a computer processor, one or more common attributes associated with the orphan analytic element and the second analytic element. Based upon the one or more common attributes, the computer system can identify an execution path for the orphan analytic element. Additionally, the system can be configured to execute, at the one or more computer processors, the network-connected software application, capture network communications generated by the network-connected software application, and generate observed execution paths based on the captured network communications.

Abstract: A computer system for managing a configuration of network-based analytic elements accesses one or more webpages. Each of the webpages is represented at least in part by webpage source code. The computer parses the webpage source code associated with the webpages. The computer system identifies within the webpage source code a plurality of network-based analytic elements executable within a network-connected software application, and one or more webpage source code attributes that comprise information relating to the rendering of the webpage source code. Based on the dataset of information, the computer system defines a first rule configured to associate at least one network-based analytic element with a webpage source code attribute. Additionally, the computer system stores the first rule within a digital database, the digital database comprising a set of rules configured to describe attributes of the plurality of network-based analytic elements.

Abstract: A computer system for managing a configuration of analytic elements comprises computer-executable instructions that configure the computer system to receive, at the computer system, a dataset of information, which can include analytic elements executable within a network-connected software application and attributes associated with the analytic elements. Based on the dataset of information, the system can define rules configured to describe attributes of analytic elements. Additionally, the system can be configured to store the rules within a digital database that includes a set of rules configured to describe attributes of analytic elements.

Abstract: Embodiments are directed to methods and systems for deriving automation instructions. In one scenario, a computer system derives automation instructions by performing the following: rendering a user interface (UI) based on information from an information source and receiving natural language inputs from a user, where the natural language inputs specify an element description and an action type for UI elements rendered in the UI. The method also includes identifying UI elements in the UI that match the element descriptions in the natural language input and whose actions are performable according to their specified action type, and mapping the natural language inputs into executable code using information that corresponds to the identified UI elements.

Abstract: A system and method for authorizing, managing, and tracking expenses made by an agent on behalf of a principal is disclosed. The principal assigns a budget to the agent including parameters describing permitted expenditures. The agent requests of the principal via a Transaction Authorization System authorization for an expenditure. If the principal authorizes, the agent is permitted to make the transaction. The transaction is described and categorized by the agent via the Transaction Authorization System and information from the transaction, the budget, and the request process is compiled into a report.

Abstract: Disclosed embodiments include a computer system for verifying proper configuration of analytic elements. The computer system identifies an analytic element associated with a network-connected software application. The computer system also executes the analytic element such that the analytic element initiates a network communication with a remote server. The computer system then searches a dataset for information relating to the network communication from the analytic element. The dataset comprises network communications received by a remote server. When the network communication generated by the analytic element is not found within the dataset, the computer system generates a report that the analytic element is not functioning properly.

Abstract: A computer system for managing a configuration of analytic elements comprises computer-executable instructions that configure the computer system to receive, at the computer system, a dataset of information, which can include analytic elements executable within a network-connected software application and attributes associated with the analytic elements. Based on the dataset of information, the system can define rules configured to describe attributes of analytic elements. Additionally, the system can be configured to store the rules within a digital database that includes a set of rules configured to describe attributes of analytic elements.

Abstract: A computer system for managing a configuration of network-based analytic elements accesses one or more webpages. Each of the webpages is represented at least in part by webpage source code. The computer parses the webpage source code associated with the webpages. The computer system identifies within the webpage source code a plurality of network-based analytic elements executable within a network-connected software application, and one or more webpage source code attributes that comprise information relating to the rendering of the webpage source code. Based on the dataset of information, the computer system defines a first rule configured to associate at least one network-based analytic element with a webpage source code attribute. Additionally, the computer system stores the first rule within a digital database, the digital database comprising a set of rules configured to describe attributes of the plurality of network-based analytic elements.

Abstract: Embodiments are directed to traversing and mapping a user interface. In one scenario, a computer system performs a method for traversing and mapping a user interface that includes the following: rendering a user interface (UI) based on data received from an information source, constructing an element collection with UI elements, the element collection describing relationships that exist between the UI elements, traversing the element collection to identify various node element types, identifying, within a pre-defined action set, an action associated with at least one of the identified node element types, executing the identified action against the identified node element types, and logging at least one network request resulting from the executed action.

Abstract: Disclosed embodiments include a computer system for verifying proper configuration of analytic elements. The computer system identifies an analytic element associated with a network-connected software application. The computer system also executes the analytic element such that the analytic element initiates a network communication with a remote server. The computer system then searches a dataset for information relating to the network communication from the analytic element. The dataset comprises network communications received by a remote server. When the network communication generated by the analytic element is not found within the dataset, the computer system generates a report that the analytic element is not functioning properly.

Abstract: Embodiments are directed to traversing and mapping a user interface. In one scenario, a computer system performs a method for traversing and mapping a user interface that includes the following: rendering a user interface (UI) based on data received from an information source, constructing an element collection with UI elements, the element collection describing relationships that exist between the UI elements, traversing the element collection to identify various node element types, identifying, within a pre-defined action set, an action associated with at least one of the identified node element types, executing the identified action against the identified node element types, and logging at least one network request resulting from the executed action.

Abstract: Embodiments are directed to methods and systems for deriving automation instructions. In one scenario, a computer system derives automation instructions by performing the following: rendering a user interface (UI) based on information from an information source and receiving natural language inputs from a user, where the natural language inputs specify an element description and an action type for UI elements rendered in the UI. The method also includes identifying UI elements in the UI that match the element descriptions in the natural language input and whose actions are performable according to their specified action type, and mapping the natural language inputs into executable code using information that corresponds to the identified UI elements.

Abstract: A computer system for managing network communication protocols comprises computer-executable instructions that configure the computer system to receive a dataset of information for network-based analytic elements. The dataset can comprise information received by a network-based destination of the analytic elements. The analytic elements may have been executed within a network-connected software application. The system can also be configured to identify a pattern within the dataset of information. Based upon the identified pattern, the system can create an analytic element rule that is configured to describe the identified pattern on at least a subset of network-based analytic elements that are executable within the network-connected software application. Additionally, the system can be configured to store, within a digital database, the analytic element rule, wherein the digital database comprises a set of analytic element rules for managing analytic elements within the network-connected software application.

Abstract: A method of and a system for sharp object detection using computed tomography images are provided. The method comprises identifying voxels corresponding to individual objects; performing eigen-analysis and generating eigen-projection of an identified object; computing an axial concavity ratio of the identified object; computing a pointness measurement of the identified object; computing a flat area of the identified object; calculating a sharpness score of the identified object; and declaring the identified object as a threat if the sharpness score is greater than a pre-defined threshold.