Method for detecting ground glass opacity using chest computed tomography
There is provided a method for detecting Ground Glass Opacity (GGO) using chest computed tomography. The method includes detecting a candidate cell having a brightness value within a detection range by sequentially scanning a three-dimensional image of a pulmonary region, and designating the candidate cell as a seed cell when surrounding cells of the candidate cell have brightness values within the detection range; when a plurality of seed cells are obtained by the designating of the candidate cell as a seed cell, grouping adjacent seed cells to obtain one or more candidate zones; and detecting one or more zones, which have a greater size than a GGO detection size and including therein more than the detection reference number of seed cells, out of the one or more candidate zones, and setting the detected one or more zones as one or more GGO candidates.
1. An apparatus that detects ground glass opacity (GGO) candidates, comprising:
a computer system comprising a processor and a memory;
a memory unit operating on the computer system and adapted to:
detect a candidate cell having a brightness value within a detection range by sequentially scanning a three-dimensional image of a pulmonary region,
designate the candidate cell as a seed cell when surrounding cells of the candidate cell have brightness values within the detection range, and
when a plurality of seed cells are obtained by the designating of the candidate cell as a seed cell, group adjacent seed cells to obtain one or more candidate zones, and
detect one or more zones out of the one or more candidate zones, and set the detected one or more zones as one or more GGO candidates.
2. The apparatus of claim 1 , wherein the detection range is a range of computed tomography (CT) values between −800 HU and −200 HU.
3. The apparatus of claim 1 , wherein the surrounding cells are disposed apart from the candidate cell at a predetermined distance.
4. The apparatus of claim 1 , wherein a distance between the candidate cell and the surrounding cells, a GGO detection size, and a detection reference number are varied according to a resolution of the one or more GGO candidates and characteristics of the one or more GGO candidates.
5. The apparatus of claim 1 , wherein the memory unit is further adapted to allot identification information to the one or more GGO candidates.
6. An apparatus that detects ground glass opacity (GGO), comprising:
a computer system comprising a processor and a memory;
a memory unit operating on the computer system and adapted to:
extract a pulmonary region from a chest computed tomography (CT) image and then edit the pulmonary region into a three-dimensional image,
detect a GGO candidate by sequentially scanning the three-dimensional image, and
analyze the GGO candidate to determine and report whether or not GGO occurs,
wherein the detecting of the GGO candidate comprises:
detecting a candidate cell having a brightness value within a detection range by sequentially scanning the three-dimensional image of the pulmonary region, and designating the detected candidate cell as a seed cell when surrounding cells of the candidate cell have brightness values within the detection range, and;
when a plurality of seed cells are obtained by the designating of the candidate cell as a seed cell, grouping adjacent seed cells to obtain one or more candidate zones, and
detecting one or more zones out of the one or more candidate zones, and setting the detected one or more zones as one or more GGO candidates.
7. The apparatus of claim 6 , wherein the detection range is a range of CT values between −800 HU to −200 HU.
8. The apparatus of claim 6 , wherein the surrounding cells are disposed apart from the candidate cell at a predetermined distance.
9. The apparatus of claim 6 , wherein a distance between the candidate cell and the surrounding cells, a GGO detection size, and a detection reference number are varied according to a resolution of the one or more GGO candidates and characteristics of the one or more GGO candidates.
10. A non-transitory computer readable storage medium having processor executable instructions to:
detect a candidate cell having a brightness value within a detection range of CT values between −800 HU to −200 HU by sequentially scanning a three-dimensional image of a pulmonary region, and designating the candidate cell as a seed cell when surrounding cells of the candidate cell have brightness values within the detection range;
obtain a plurality of seed cells by the designating of the candidate cell as a seed cell;
group adjacent seed cells to obtain one or more candidate zones; and
detect one or more zones, which have a greater size than a GGO detection size, out of the one or more candidate zones, and set the detected one or more zones as one or more GGO candidates.
11. The apparatus of claim 1 wherein each of the one or more zones is larger than 30 mm 2 .