Patent ID: 11954761
Assignee: ELEKTA LIMITED
Field: Medical technology (Instruments)
Classification: CPC A  G  Y | IPC A  G

Claim 22:
23. A non-transitory computer-readable medium comprising instructions that, when executed by at least one processor, cause the at least one processor to perform a method for generating synthetic imaging data of an anatomical portion of a human subject, the method comprising:
obtaining origin imaging data of the anatomical portion of the human subject, the origin imaging data acquired by an imaging device using a first imaging modality, and the origin imaging data including multiple images that provide a first imaging modality depiction of the anatomical portion;
identifying a convolutional neural network model trained for predicting the synthetic imaging data based on the origin imaging data; and
converting the origin imaging data to the synthetic imaging data through use of the identified convolutional neural network model, the synthetic imaging data including multiple images that resemble a second imaging modality depiction of the anatomical portion, wherein the second imaging modality differs from the first imaging modality, and wherein converting the origin imaging data to the synthetic imaging data includes:
generating one or more synthetic images from the multiple images of the origin imaging data, using the identified convolutional neural network model;
aggregating multiple sets of one or more generated synthetic images; and
determining the synthetic imaging data from the aggregated multiple sets of one or more generated synthetic images.