Patent ID: 11885862
Assignee: GE PRECISION HEALTHCARE LLC
Field: Measurement (Instruments)
Classification: CPC G  A | IPC A  G

Claim 14:
15. A magnetic resonance imaging (MRI) system comprising:
at least one radiofrequency (RF) body coil adapted to transmit and receive radiofrequency (RF) signals to and from a subject;
a transceiver module configured to digitize the signals received by the radiofrequency (RF) body coil;
a control system configured to process the digitized signals and generate a k-space data corresponding to an imaged volume of the subject, wherein the MRI system is configured to acquire fully sampled reference k-space data of the subject and a plurality of partial k-space data of the subject;
a computer processor configured to graft the plurality of partial k-space data of the subject with the fully sampled reference k-space data of the subject to generate a grafted k-space data for accelerated examination; and
wherein the MRI system further comprises a deep learning (DL) module employed on a computer memory, wherein the deep learning (DL) module is trained using the fully sampled reference k-space data and the grafted k-space data.