Abstract: An ultrasound system includes an ultrasound scanner configured to transmit ultrasound at a patient anatomy and generate ultrasound data as part of an ultrasound examination. The ultrasound system also includes an ultrasound machine configured to generate, based on the ultrasound data, an ultrasound image. The ultrasound system also includes a processor system implemented to determine features selected from the group consisting of regional features, patient features, clinician features, and ultrasound examination feature. The processor system is implemented to generate, based on the ultrasound image and the features, a patient recommendation.

Abstract: Systems and methods for providing orientation data to a user during a medical procedure performed on a subject are provided. The system can include a medical device, an electrical component and a display device. The medical device is configured to engage a portion the subject and includes a handle. The electrical component is disposed within the handle and is configured to generate data related to an orientation of the medical device during the medical procedure. The display device is physically separate from the medical device and in communication the electrical component. The display device also includes a processor configured to receive and process the data related to the orientation of the medical device, and display information related to the orientation of the medical device to the user based on the data.

Abstract: A tube fitting for connection to a tube includes a main body structure and a tube liner. The main body structure is configured to receive an end of the tube and fluidly connect the tube to another component. The tube liner is positioned at least partially within the main body structure and is configured to extend into the tube. The main body structure and the tube liner are configured such that, when the tube is fully inserted into the tube fitting, the end of the tube is positioned at a predetermined depth within the tube fitting, and the main body structure and the tube liner cooperate together to provide an audible indication to indicate that the tube has been fully inserted into the tube fitting.

Abstract: A system and method for secure permissioning of access to user accounts, including secure distribution of aggregated user account data can include generating a financial report based on account information associated with one or more user accounts; receiving a financial report request for the financial report of the user account, wherein the financial report request is identified as being received from a third-party system; generating an audit report token associated with the financial report; sharing the audit token with the first third-party system in response to the financial report request; and providing the first third-party system account access to the financial report through the report token, where the audit report token can be shared with a second third-party system and provided by the second third-party system in order to confirm authorization to the report and integrity of the report.

Abstract: The Internet can be configured to provide communications to a large number of Internet-of-Things (IoT) devices. Devices can be designed to address the need for network layers, from central servers, through gateways, down to edge devices, to grow unhindered, to discover and make accessible connected resources, and to support the ability to hide and compartmentalize connected resources. Network protocols can be part of the fabric supporting human accessible services that operate regardless of location, time, or space. Innovations can include service delivery and associated infrastructure, such as hardware and software. Services may be provided in accordance with specified Quality of Service (QoS) terms. The use of IoT devices and networks can be included in a heterogeneous network of connectivity including wired and wireless technologies.

Abstract: Embodiments improve a document classification system by adjusting the class vector of each class based on embedded vectors of documents known to have been misclassified by the system. Embodiments methods of adjusting the class vector may be described as machine learning.

Abstract: An account and payment processing platform is provided. The platform exposes standardized APIs to financial institutions and application providers, and manages third-party system integrations. Individual financial institutions or application providers are mapped to corresponding core banking or switch network systems, and the mapping may be reconfigured without requiring redevelopment by those application providers or financial institutions to accommodate a new integration that might otherwise be required.

Abstract: Embodiments improve a document classification system by adjusting the class vector of each class based on embedded vectors of documents known to have been misclassified by the system. Embodiments methods of adjusting the class vector may be described as machine learning.

Abstract: Embodiments improve a document classification system by adjusting the class vector of each class based on embedded vectors of documents known to have been misclassified by the system. Some embodiments use a set of misclassified documents to adjust the class vector of the class into which a document has been misclassified. Some embodiments use a set of misclassified documents to adjust the class vector of the pre-assigned class of each misclassified document. Embodiments of adjusting the class vector may be described as machine learning.

Abstract: This disclosure provides gypsum cement compositions which comprise an aggregate stabilizing mixture containing a combination of a polysaccharide gum and a polyacrylamide-gelatin blend, and methods for making and using these compositions, including pourable/pumpable floor underlayment slurries and methods for forming high strength underlayment on different substrates.

Abstract: An atherectomy system that utilizes an anchoring balloon with a rotary debulker and a crossing balloon to remove or debulk lesions formed on the interior wall surface of a body vessel. The system may include a first balloon coupled to a first tubular member, a rotary debulker coupled to a second tubular member, a second balloon coupled to both the third tubular member and the axially moveable fourth tubular member such that the second balloon is disposed inside the third tubular member. Methods for operating this device are also provided.

Abstract: An ultra-light, pourable, self-drying cementitious product with improved density control and ultra-low water demand is provided. Compositions and methods for making the products are provided as well, including compositions and methods with ultra-low water demand.

Abstract: Microcomputer with a sleep mode system uses a non-volatile memory stack for saving system variables, then switches the microcomputer completely off to go into sleep-mode. In sleep-mode, the microcomputer sleep mode system uses a low powered clock and sensors to trigger time events and device events that power up the microcomputer when needed. When in awake-mode, the microcomputer logs any data from connected device(s). The microcomputer turns on an internet radio and transmits data logged, updates its clock time and receives any configuration updates before powering back down into sleep-mode.

Abstract: A system and method for controlling blisters. The method begins by mixing the ingredients to form a dough with a moisture content between about 35% and 60%. The dough is sheeted and cut. Thereafter, the dough is pre-heated to reduce the moisture content to between about 10% and about 45%. The preforms are then docked and dehydrated. The docking system, in one embodiment, has a backing plate and a docking device with at least two docking pins of varying lengths. The docking device is adjustable relative to the backing plate. The system also has a removing plate which removes preforms from the docking pins.

Abstract: Stereocomplex biopolymer compositions having tunable and improved mechanical properties and methods of making such compositions are disclosed. The biopolymer compositions include combinations of a matrix-forming polylactic acid comprising an essentially pure enantiomer and a tough polyester to form a polylactic acid matrix. The polylactic acid matrix is further combined with a base polylactic acid comprising an essentially pure opposite enantiomer of the first essentially pure enantiomer of the matrix-forming polylactic acid to form the stereocomplex.

Abstract: An apparatus and method that manages preventive-maintenance procedures among users and machines in a cloud network. It employs machine-readable language to: collect written documentation; convert digital audio recordings of crowd-sourced information; parse data; aggregate, normalize, compile and output the data into user-specified reports. Procedures, manuals, equipment maintenance data, and credential data go in; detailed histories of equipment maintenance and user information go out. The apparatus and method facilitates documentation of institutional-equipment-maintenance procedures at various participating locations as the maintenance is performed by a technician. It provides reports about machines in an organization, and groups of machines of identical model numbers among organizations, for use by technicians, managers and manufacturers. It serves to share the workload of managing preventive-maintenance procedures among organizations that use the data, and to provide information lifecycles of equipment.

Abstract: In particular embodiments, a method by a social-networking system comprises receiving, from a client device, a search query from a first user of an online social network, determining, by the social-networking system, one or more network resources that match the search query, accessing a data store of social-graph information to determine one or more second users of the online social network having an association with the first user that have interacted with any of the matching network resources within a particular period of time, ranking the network resources based on a degree of relevance associated with each of the network resources with respect to the search query, and sending, to the client device in response to the search query, one or more search results corresponding to one or more of the matching network resources.

Abstract: Particular embodiments comprise a method, by one or more computer systems, for accessing a structured document from an external website, wherein the structured document includes markup language containing instructions identifying social network data elements of a social networking system, processing the markup language in the structured document to locate the social network data elements, rendering the structured document based on the markup language, wherein the displayable web page includes one or more of the located social network data elements of the social networking system, and displaying one or more of the located social network data elements of the social networking system proximal to the rendered web page on a display.

Abstract: In one embodiment, a method includes receiving from multiple client devices real time click-stream data indicative of multiple users accessing a content object within a structured document displayed as a web page and storing presence information associated with each of the users in a server associated with a social-networking system. The method also includes identifying one or more of the users based on the presence information, where each of the identified users accessed the content object within a specified time period and the identified users are within a specified degree of separation from each other on the social-networking system. The method further includes sending, to the client device associated with a first user of the identified users, instructions to modify a representation of the web page to include a messaging interface including presence information associated with one or more second users of the identified users.

Abstract: In one embodiment, a social networking system the social networking system filters content objects based upon the compatibility between the application and the detected device platform. In particular embodiments, content objects are only displayed on a particular platform if there exists an optimized version of the application generating the content object for the particular platform.