A system, comprising: a memory that stores computer executable components; and a processor that executes the computer executable components stored in the memory, wherein the computer executable components comprise: an interface component that facilitates accessing a medical imaging application that provides for viewing medical image data; a diagnostic data generation component that facilitates generating structured diagnostic data according to a defined ontology in association with viewing the medical image data using the imaging application, wherein the diagnostic data generation component comprises: a measurement component that facilitates applying a measurement to a feature of interest present in the medical image data as displayed via a graphical user interface and generates structured measurement data that identifies the feature of interest relative to the medical image data and associates the measurement with the feature, wherein the structured diagnostic data comprises the structured measurement data; and a data collection component that provides the structured diagnostic data to one or more machine learning systems, wherein based on reception of the structured diagnostic data, the one or more machine learning systems employ the structured diagnostic data as training data to generate or train one or more diagnostic models configured to provide artificial intelligence-based diagnostic evaluations of new medical image data. a memory that stores computer executable components; and a processor that executes the computer executable components stored in the memory, wherein the computer executable components comprise: an interface component that facilitates accessing a medical imaging application that provides for viewing medical image data; a diagnostic data generation component that facilitates generating structured diagnostic data according to a defined ontology in association with viewing the medical image data using the imaging application, wherein the diagnostic data generation component comprises: a measurement component that facilitates applying a measurement to a feature of interest present in the medical image data as displayed via a graphical user interface and generates structured measurement data that identifies the feature of interest relative to the medical image data and associates the measurement with the feature, wherein the structured diagnostic data comprises the structured measurement data; and a data collection component that provides the structured diagnostic data to one or more machine learning systems, wherein based on reception of the structured diagnostic data, the one or more machine learning systems employ the structured diagnostic data as training data to generate or train one or more diagnostic models configured to provide artificial intelligence-based diagnostic evaluations of new medical image data. an interface component that facilitates accessing a medical imaging application that provides for viewing medical image data; a diagnostic data generation component that facilitates generating structured diagnostic data according to a defined ontology in association with viewing the medical image data using the imaging application, wherein the diagnostic data generation component comprises: a measurement component that facilitates applying a measurement to a feature of interest present in the medical image data as displayed via a graphical user interface and generates structured measurement data that identifies the feature of interest relative to the medical image data and associates the measurement with the feature, wherein the structured diagnostic data comprises the structured measurement data; and a data collection component that provides the structured diagnostic data to one or more machine learning systems, wherein based on reception of the structured diagnostic data, the one or more machine learning systems employ the structured diagnostic data as training data to generate or train one or more diagnostic models configured to provide artificial intelligence-based diagnostic evaluations of new medical image data. a measurement component that facilitates applying a measurement to a feature of interest present in the medical image data as displayed via a graphical user interface and generates structured measurement data that identifies the feature of interest relative to the medical image data and associates the measurement with the feature, wherein the structured diagnostic data comprises the structured measurement data; and a data collection component that provides the structured diagnostic data to one or more machine learning systems, wherein based on reception of the structured diagnostic data, the one or more machine learning systems employ the structured diagnostic data as training data to generate or train one or more diagnostic models configured to provide artificial intelligence-based diagnostic evaluations of new medical image data.