X-RAY CT APPARATUS, DATA PROCESSING METHOD, AND STORAGE MEDIUM
An X-ray CT apparatus according to an embodiment includes processing circuitry. The processing circuitry acquires first data in a first mode without coincidence counting correction. The processing circuitry restores, from the first data, second data having a higher spatial resolution than the first data.
1 . An X-ray CT apparatus comprising:
processing circuitry configured to
acquire first data in a first mode without coincidence counting correction; and
restore, from the first data, second data having a higher spatial resolution than the first data.
2 . The X-ray CT apparatus according to claim 1 , wherein the processing circuitry is configured to restore the second data by inputting the first data to a trained model.
3 . The X-ray CT apparatus according to claim 1 , wherein the processing circuitry is configured to restore the second data from the first data by using an analytical model that analyzes a mutual relationship between the first data and the second data, or a function.
4 . The X-ray CT apparatus according to claim 1 , wherein the second data has approximately the same spatial resolution as data acquired in a second mode with the coincidence counting correction.
5 . The X-ray CT apparatus according to claim 2 , wherein the model is trained based on third data acquired in the first mode and fourth data acquired in the second mode.
6 . The X-ray CT apparatus according to claim 5 , wherein the third data and the fourth data are individually acquired under a scanning condition in which counts are approximately the same as each other.
7 . The X-ray CT apparatus according to claim 6 , wherein the fourth data is acquired under a condition in which the amount of rays per unit time is higher than the third data.
8 . The X-ray CT apparatus according to claim 6 , wherein the fourth data is acquired under a condition in which a scan speed is slower than the third data.
9 . The X-ray CT apparatus according to claim 1 , wherein the first mode is a mode of double counting data between adjacent anode pixels.
10 . The X-ray CT apparatus according to claim 4 , wherein the second mode is a mode of discarding double-counted data between adjacent anode pixels.
11 . The X-ray CT apparatus according to claim 1 , wherein the first data and the second data are projection data, CT image data obtained by performing reconstruction processing on projection data, or image data obtained by performing image processing on CT image data.
12 . A data processing method comprising:
acquiring first data in a first mode without coincidence counting correction; and
restoring, from the first data, second data having a higher spatial resolution than the first data.
13 . A storage medium configured to non-temporarily stores a computer program causing a computer to execute each of processes of:
acquiring first data in a first mode without coincidence counting correction; and
restoring, from the first data, second data having a higher spatial resolution than the first data.