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

Claim 3:
4. The method as claimed in claim 1, 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, the method further comprising:
obtaining at least K training-ready noise realizations at a second count level for each study of the set of N studies; and
training 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.