Abstract: Techniques for radiomics standardization for patient scan data obtained by a particular imaging device are presented. The techniques include acquiring, using the particular imaging machine, the patient scan data; obtaining unstandardized radiomics for the patient scan data; recovering standardized radiomics for the patient scan data based on at least: the patient scan data, the unstandardized radiomics for the patient scan data, and calibration phantom data for the particular machine obtained using at least one calibration phantom; and outputting the standardized radiomics.

Abstract: In some implementations, a device may obtain scan information associated with scanning a section of a body that includes an object within tissue of the section. The device may determine a region of the section that is likely to be represented by an artifact in an image obtained using a first scanning type of a medical image device. The device may determine a plurality of scan patterns for scanning the region using a second scanning type. The device may determine, for the plurality of scan patterns, individual scan scores associated with scanning the region. The device may select, based on the individual scan scores, an optimal scan pattern from the plurality of scan patterns. The device may transmit the optimal scan pattern to the medical imaging device to permit the medical imaging device to scan the section to obtain optimized image data associated with the region.