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

Claim 11:
12. A system for generating synthetic imaging data of an anatomical portion of a human subject, the system comprising:
an input interface configured to:
receive 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; and
receive a convolutional neural network model trained for predicting the synthetic imaging data based on the origin imaging data;

at least one storage device configured to store the origin imaging data and the convolutional neural network model; and
an image processor configured to convert the origin imaging data to the synthetic imaging data through use of the 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 the image processor is configured to convert the origin imaging data to the synthetic imaging data with operations to:
generate one or more synthetic images from the multiple images of the origin imaging data, using the convolutional neural network model;
aggregate multiple sets of one or more generated synthetic images; and
determine the synthetic imaging data from the aggregated multiple sets of one or more generated synthetic images.