Patent ID: 11911129
Assignee: SIEMENS HEALTHINEERS AG
Field: Measurement (Instruments)
Classification: CPC A  G | IPC A  G

Claim 7:
8. A method for determining a cardiac phase in magnetic resonance imaging (MRI), the method comprising:
acquiring an MRI k-space dataset including measurements of a heart over a measuring-time period;
creating input data, at least one of based on the acquired MRI k-space dataset or calculated from the acquired MRI k-space dataset;
entering the input data into an input layer of a trained deep learning network, the trained deep learning network including the input layer, an output layer, and a number of hidden layers between the input layer and the output layer, the hidden layers configured to process the input data entered into the input layer; and
outputting results of the trained deep learning network corresponding to at least one of a probability or a label of the cardiac phase at a time within the measuring-time period, based upon the input data entered.