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. Author manuscript; available in PMC: 2018 Nov 13.
Published in final edited form as: Proc Int Jt Conf Neural Netw. 2018 Sep 15;2018:10.1109/IJCNN.2018.8489440. doi: 10.1109/IJCNN.2018.8489440

TABLE 1.

Description of semantic features

Characteristic Definition Scoring
Location
1. Lobe Location Lobe location of the nodule left lower lung (5), left upper lung (4), right lower lung (3), right top lung (2), right upper lung (1)
Size
2. Long-axis Diameter Longest diameter of the nodule NA
3. Short-axis Diameter Longest perpendicular diameter of nodule in the same section NA
Shape
4. Contour Roundness of the nodule 1, round; 2, oval; 3, irregular
5. Lobulation Wavy nodule’s surface 1, none; 2, yes
6. Concavity Concave cut on nodule surface 1, none; 2, slight concavity; 3, deep concavity
Margin
7. Border Definition Edge appearance of the nodule 1, well defined; 2, slight poorly; 3, poorly defined
8. Spiculation Spike edge in the nodule 1, none; 2 yes
Attenuation
9. Texture Solid, non-solid, part solid 1, non-solid; 2, part solid; 3, solid
External
10. Fissure Attachment Nodule attaches to the fissure 0, no; 1, yes
11. Pleural Attachment Nodules attaches to the pleura 0, no; 1, yes
12. Vascular Convergence Convergence of vessels to nodule 0, no significant convergence; 1, significant
13. Pleural Retraction Retraction of the pleura towards nodule 0, absence of pleural retraction; 1, present
14. Peripheral emphysema Peripheral emphysema caused by nodule 1, absence of emphysema; 2, slight present; 3 severely present
15. Peripheral Fibrosis Peripheral fibrosis caused by nodule 1, absence of fibrosis; 2, slight present; 3 severely present
16. Vessel Attachment Nodule attachment to blood vessel 0, no; 1, yes
17. Cavitation Cavity within nodule due to fibrosis 0, no; 1, yes
Associated Findings
18. Nodules in primary lobe Any nodules suspected to be malignant 0, no; 1, yes
19. Nodules in non-tumor lobe Any nodules suspected to be malignant 0, no; 1, yes
20. Lymphadenopathy Lymph nodes with short- axis diameter greater than 1 cm 0, no; 1, yes