RESUMO
The integration of digital data from imaging, pathology, genomics, and other fields creates an opportunity to produce information-rich diagnoses, especially for complex patients. Technology exists today to create a "diagnostic cockpit" that can accept inputs from multiple sources, analyze them using artificial intelligence and other quantitative tools, and produce a precision diagnosis. Although barriers to creation and dissemination of such a cockpit exist, the metaphor provides a glimpse into the diagnostic processes of the future.
RESUMO
In the current environment, academic-industrial relationships are coming under intense scrutiny from government and other regulatory bodies. Although there clearly have been incidents of abuse in these relationships, academic-industrial collaboration is an engine that drives innovation in the biomedical sciences in this country. The academic radiology community must ensure that the societal benefits of these relationships are not sacrificed via "overregulation."