Abstract: A system and method for determining a data quality of DICOM data are provided. Information related to a data ingestion of the DICOM data from a radiology device to a database may be received. Respective data qualities of the DICOM data at the set of data ingestion stages of the data ingestion may be determined using a set of data validation rules corresponding to a set of data ingestion stages of the data ingestion of the DICOM data from the radiology device to the database. A user interface that displays information related to the respective data qualities of the DICOM data at the set of data ingestion stages of the data ingestion may be generated.

Abstract: Various methods and systems are provided for a medical system, comprising a client device having a graphical user interface (GUI) and a display device, the client device operably coupled to a network, and an analytics tool configured with instructions stored on a memory and executable by a processor to receive a first user input via the client device, identify values of at least one variable of interest (VOI) from a subject of a benchmark target variable which differ by at least a first threshold amount from other values of the same VOI from other subjects of the benchmark target variable within a benchmarking context, generate and output for display on the display device a causal graph illustrating influences of different study variables on an identified VOI value, and automatically update the causal graph and display thereof based on a second user input to adjust at least one study variable.

Abstract: Methods of and systems for establishing an augmented communication channel between an interactive voice response (IVR) system and an electronic device associated with a user are disclosed. A first method comprises sending, an audio call request; establishing an audio channel; establishing a data channel between the IVR system and the electronic device; receiving, via the data channel, IVR tree data, the IVR tree data allowing association of a position of the user with respect to the menu navigation structure; sending, via one of the audio channel and the data channel, a user selection relating to the IVR tree data; and receiving, via the other one of the audio channel and the data channel, an updated position of the user with respect to the menu navigation structure based on the user selection. A method to be executed by the IVR system is also disclosed.