Abstract: Pre-connected analyte sensors are provided. A pre-connected analyte sensor includes a sensor carrier attached to an analyte sensor. The sensor carrier includes a substrate configured for mechanical coupling of the sensor to testing, calibration, or wearable equipment. The sensor carrier also includes conductive contacts for electrically coupling sensor electrodes to the testing, calibration, or wearable equipment.

Abstract: Techniques and solutions are provided for encoding information for sets, including sets whose elements are arranged in a hierarchy. Values are defined for different levels of a hierarchy, where the values increase or decrease from a root of the hierarchy. A flattened representation of the hierarchy is generated by multiplying element values by a level value for a level at which a respective element is located. Values for parent and leaf nodes are defined, and a flattened representation of the hierarchy is generated by multiple elements values by the parent value or the leaf node value, depending on whether a respective elements is a parent or leaf node. Quantity values for a set of elements are encoded by adding a quantity of a given element to a value assigned to elements of a set definition that are present in a set.

Abstract: Techniques and solutions are provided for predicting elements of a routing. Such elements include processing resources used in processing a set of inputs, a sequence of processing resources used in processing a set of inputs, operations performed on the inputs, a sequence of the operations, standard values associated with the operations, and how inputs are allocated to processing resources or operations. A machine learning model is trained with a set of inputs and a set of labels for one or more elements of a routing. A set of inputs for inference data is provided to the trained model and a prediction for one of the routing elements is provided. For sequence information, training data can be used to generate a probability model which can be used to obtain an inferred sequence of processing resources or operations.

Abstract: Techniques and solutions are provided for determining elements of a routing. A set of inputs is obtained, where the set of inputs includes sets of one or more characteristics for respective inputs of the set of inputs. At least a portion of values for the one or more characteristics are submitted along with a set of labels to train a machine learning model. A set of inference data that includes input values for a set of one or more characteristics for inputs of the set of inference data is analyzed using the machine learning model to provide an inference result. The inference result provides a predicted set of labels associated with a routing element of a routing involving the set of inference data. Using characteristics values can provide more accurate inference results and can allow a greater portion of data to be used as training data.

Abstract: A system and method for utilizing model predictive control for optimal interactions that include receiving environment e data associated with a surrounding environment of an ego agent and dynamic data associated with an operation of the ego agent. The system and method also include inputting the environment data and the dynamic data to variational autoencoders. The system and method additionally include utilizing the model predictive control through functional approximation with the variational autoencoders and decoders to output probabilistic action estimates. The system and method further include outputting an estimated optimal control trajectory based on analysis of the probabilistic action estimates to control at least one system of the ego agent to operate within the surrounding environment of the ego agent.

Abstract: Systems and methods are provided for digital assistant configuration and functionality. For example, systems and methods provide for receiving a query from a user via a computing device, processing language in the query to identify a plurality of elements associated with the query, and analyzing the plurality of elements associated with the query to determine an intent of the query by mapping the plurality of elements associated with the query to a list of predetermined intents by comparing the plurality of elements associated with the query to each intent in the list of predetermined intents to generate a score for each intent in the list of predetermined intents. Systems and methods further provide for determining a subset of the predetermined intents based on the score for each intent in the list of predetermined intents, and providing recommendations related to the query based on the subset of predetermined intents.

Abstract: A system for collecting and processing a sample of an enriched population of mesenchymal stem cells in a matrix of body tissue in which the sample is separated into smaller segments to optimize the ability of the system to organize the stem cells into small working clusters with tissue. The tissue clusters are separated into optimized groupings for further processing and use in medical procedures.

Abstract: Systems and methods are provided for receiving and processing a query to determine an intent of the query, and analyzing the intent of the query to determine that the intent of the query is associated with a use case state diagram. Systems and methods further provide for traversing a plurality of nodes in the user case state diagram to generate a value for each relevant node, performing an operation associated with the query using the generated values, and providing the results of the operation to a computing device.

Abstract: An apparatus and method for gripping a syringe utilizes four gripping members advanceable in different corresponding directions toward a predetermined axis to supportably engage a barrel of a syringe at corresponding circumferentially offset locations. A first motor may be utilized for co-driven advancement of the gripping members in tandem in the different corresponding directions toward the predetermined axis, and for retraction of the gripping members. The gripping members may include corresponding rollers, wherein a single one of the rollers may be rotated in an automated manner during supportive engagement of a syringe by the gripping members. A second motor may be utilized for driven rotation of the single roller. The disclosed embodiments may be utilized for supportive engagement of syringes having a range of syringe diameters.

Abstract: Systems and methods are provided for receiving a plurality of queries from plurality of channels via a plurality of computing devices. For each query of the plurality of queries systems and methods are provided for determining a use case associated with the query from a plurality of predetermined use cases, determining transformation rules for data associated with the use case, accessing data from at least one data source of a plurality of data sources to generate response data for a response to the query, the plurality of data sources comprising the data in a plurality of different data formats, transforming the data associated with the use case from at least a first format into a uniform data structure comprising the response data using the transformation rules for the response data, and providing the response data in the uniform data structure.

Abstract: Systems and methods are provided for receiving and processing a query to determine an intent of the query, and analyzing the intent of the query to determine that the intent of the query is associated with a use case state diagram. Systems and methods further provide for traversing a plurality of nodes in the user case state diagram to generate a value for each relevant node, performing an operation associated with the query using the generated values, and providing the results of the operation to a computing device.

Abstract: Systems and methods are provided for receiving and processing a query to determine an intent of the query, and analyzing the intent of the query to determine that the intent of the query is associated with a use case state diagram. Systems and methods further provide for traversing a plurality of nodes in the user case state diagram to generate a value for each relevant node, performing an operation associated with the query using the generated values, and providing the results of the operation to a computing device.

Abstract: A golf equipment fitting system that uses advanced technology to not only objectively identify the optimum equipment for the golfer, but to also identify and help correct swing flaws so that the golfer can achieve optimum performance on the golf course. Thus, in one embodiment, golf fitting includes collecting data related to the golfer's swing and determining if the golfer's swing technique should be modified based at least in part on the collected swing data. When it is determined that the golfer's swing technique should be modified, then providing swing instruction to the golfer. When, however, it is determined that the golfer's swing technique is fine, then collecting data related to how the golfer's swing launches a golf ball. Finally, golf equipment, e.g., golf clubs, can be specified based on the collected swing data and launch data.

Abstract: An apparatus and method for gripping a syringe utilizes four gripping members advanceable in different corresponding directions toward a predetermined axis to supportably engage a barrel of a syringe at corresponding circumferentially offset locations. A first motor may be utilized for co-driven advancement of the gripping members in tandem in the different corresponding directions toward the predetermined axis, and for retraction of the gripping members. The gripping members may include corresponding rollers, wherein a single one of the rollers may be rotated in an automated manner during supportive engagement of a syringe by the gripping members. A second motor may be utilized for driven rotation of the single roller. The disclosed embodiments may be utilized for supportive engagement of syringes having a range of syringe diameters.

Abstract: Systems and methods are provided for receiving and processing a query to determine an intent of the query, and analyzing the intent of the query to determine that the intent of the query is associated with a use case state diagram. Systems and methods further provide for traversing a plurality of nodes in the user case state diagram to generate a value for each relevant node, performing an operation associated with the query using the generated values, and providing the results of the operation to a computing device.

Abstract: Systems and methods are provided for receiving a plurality of queries from plurality of channels via a plurality of computing devices For each query of the plurality of queries systems and methods are provided for determining a use case associated with the query from a plurality of predetermined use cases, determining transformation rules for data associated with the use case, accessing data from at least one data source of a plurality of data sources to generate response data for a response to the query, the plurality of data sources comprising the data in a plurality of different data formats, transforming the data associated with the use case from at least a first format into a uniform data structure comprising the response data using the transformation rules for the response data, and providing the response data in the uniform data structure

Abstract: Systems and methods are provided for digital assistant configuration and functionality. For example, systems and methods provide for receiving a query from a user via a computing device, processing language in the query to identify a plurality of elements associated with the query, and analyzing the plurality of elements associated with the query to determine an intent of the query by mapping the plurality of elements associated with the query to a list of predetermined intents by comparing the plurality of elements associated with the query to each intent in the list of predetermined intents to generate a score for each intent in the list of predetermined intents. Systems and methods further provide for determining a subset of the predetermined intents based on the score for each intent in the list of predetermined intents, and providing recommendations related to the query based on the subset of predetermined intents.

Abstract: A golf equipment fitting system that uses advanced technology to not only objectively identify the optimum equipment for the golfer, but to also identify and help correct swing flaws so that the golfer can achieve optimum performance on the golf course. Thus, in one embodiment, golf fitting includes collecting data related to the golfer's swing and determining if the golfer's swing technique should be modified based at least in part on the collected swing data. When it is determined that the golfer's swing technique should be modified, then providing swing instruction to the golfer. When, however, it is determined that the golfer's swing technique is fine, then collecting data related to how the golfer's swing launches a golf ball. Finally, golf equipment, e.g., golf clubs, can be specified based on the collected swing data and launch data.

Abstract: A golf equipment fitting system that uses advanced technology to not only objectively identify the optimum equipment for the golfer, but to also identify and help correct swing flaws so that the golfer can achieve optimum performance on the golf course. Thus, in one embodiment, golf fitting includes collecting data related to the golfer's swing and determining if the golfer's swing technique should be modified based at least in part on the collected swing data. When it is determined that the golfer's swing technique should be modified, then providing swing instruction to the golfer. When, however, it is determined that the golfer's swing technique is fine, then collecting data related to how the golfer's swing launches a golf ball. Finally, golf equipment, e.g., golf clubs, can be specified based on the collected swing data and launch data.

Abstract: A golf equipment fitting system that uses advanced technology to not only objectively identify the optimum equipment for the golfer, but to also identify and help correct swing flaws so that the golfer can achieve optimum performance on the golf course. Thus, in one embodiment, golf fitting includes collecting data related to the golfer's swing and determining if the golfer's swing technique should be modified based at least in part on the collected swing data. When it is determined that the golfer's swing technique should be modified, then providing swing instruction to the golfer. When, however, it is determined that the golfer's swing technique is fine, then collecting data related to how the golfer's swing launches a golf ball. Finally, golf equipment, e.g., golf clubs, can be specified based on the collected swing data and launch data.