Patent ID: 11961209
Assignee: CANON MEDICAL SYSTEMS CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. The system as claimed in claim 11, wherein the at least K training-ready noise realizations for each study of the set of N studies are training-ready noise realizations of a first count level, and the processing circuitry is further configured to:
obtain at least K training-ready noise realizations at a second count level for each study of the set of N studies; and
train the machine learning-based system, on a study-by study-basis for each study of the set of N studies, based on (1) a first noise realization of the at least K training-ready noise realizations at the second count level as training data for the each study, and (2) a remaining K−1 training-ready noise realizations of the at least K training-ready noise realizations at the second count level other than the first noise realization at the second count level for each study as label data to produce the trained machine learning-based system.