A Deep Learning-Based Approach to Reduce Rescan and Recall Rates in Clinical MRI Examinations.
A SreekumariD ShanbhagDesmond Teck Beng YeoThomas K F FooJulie Georgia PilitsisJ PolzinU PatilAilish C CoblentzAnish N KapadiaJ KhindaAlexandre BoutetJohn D PortIleana HancuPublished in: AJNR. American journal of neuroradiology (2019)
Fast, automated deep learning-based image-quality rating can decrease rescan and recall rates, while rendering them technologist-independent. It was estimated that decreasing rescans and recalls from the technologists' values to the values of deep learning could save hospitals $24,000/scanner/year.