Medical information processing apparatus, magnetic resonance imaging apparatus, and medical information processing method

A magnetic resonance imaging apparatus comprising:

• at least one coil configured to apply radio frequency magnetic field to a test object;
• and
• at least one processor configured to execute a program to:
• acquire a magnetic resonance signal from the test object to which the radio frequency magnetic field is applied;
• input, into a first model, k-space data based on the acquired magnetic resonance signal;
• determine whether to input, into a second model, a first MR image reconstructed by the first model receiving the k-space data;
• in a case where the processor determines to input the first MR image into the second model, input the first MR image into the second model;
• and
• output at least second MR image from among the first MR image and the second MR image reconstructed by the second model receiving the first MR image.

A medical information processing apparatus comprising:

• a first processing circuit;
• and
• a second processing circuit,
• wherein the first processing circuit is configured to:
• acquire first data collected from a test object;
• generate second data from the acquired first data;
• determine whether the generated second data is to be input into the second processing circuit;
• and
• in a case where the processor determines that the second data is to be input into the second processing circuit, input the second data into the second processing circuit,
• wherein the second processing circuit is configured to:
• generate third data from the second data received from the first processing circuit;
• and
• output the generated third data.

A medical information processing method for causing a computer to execute operations comprising:

• acquiring first data collected from a test object;
• inputting the acquired first data into a first model;
• determining whether second data, which is output from the first model receiving the first data, is to be input into a second model;
• and
• in a case where the computer determines that the second data is to be input into the second model, inputting the second data into the second model, and outputting at least third data which is output from the second model receiving the second data.