Abstract: Systems, methods, and storage media for automatically identifying medical conditions based on images and other data using machine learning methods and algorithms that encode expert knowledge of medical conditions. The systems, methods, and storage media may also leverage infrastructure that facilitates the collection, storage, labeling, dynamic organization, and expert review of existing and incoming data.

Abstract: Systems, methods, and storage media for automatically identifying skin conditions based on images and other data using machine learning methods and algorithms that encode expert knowledge of skin conditions. The systems, methods, and storage media may also leverage infrastructure that facilitates the collection, storage, labeling, dynamic organization, and expert review of existing and incoming data.

Abstract: A native user interface (UI) application of a mobile device includes a library of different components such as text, forms, tables, lists, maps, views and buttons. The components can also have associated actions in some cases. When a view of the UI is launched, the mobile device contacts a server or other data source to obtain metadata associated with the view. The metadata can be tailored to a user or organization of the mobile device. The metadata selects specific components and defines a layout for the components. The mobile device uses the metadata to retrieve the components and render them in the view. The views can be changed by changing the metadata without changing the native application.

Abstract: Systems, methods, and storage media for automatically identifying medical conditions based on images and other data using machine learning methods and algorithms that encode expert knowledge of medical conditions. The systems, methods, and storage media may also leverage infrastructure that facilitates the collection, storage, labeling, dynamic organization, and expert review of existing and incoming data.

Abstract: Methods and apparatus are provided which allow control systems to be tested. Specifically, a test system is coupled to a control system in a manner which allows the test system to communicate with and drive the control system by sending and receiving signals via both the controller-I/O communication channel and the field I/O connectors. In essence, the test system is used to both simulate a plant to be controlled and to monitor, validate, and or modify the internal state of the control system controller and possibly the control system I/O interface. Plant simulation is accomplished by simulating the I/O devices to which the control system is coupled (and hence the plant processes) when installed in its operational environment.