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. Author manuscript; available in PMC: 2022 Oct 3.

Published in final edited form as: Med Image Comput Comput Assist Interv. 2022 Sep 16;2022:13–22. doi: 10.1007/978-3-031-16443-9_2

Table 2.

Nodule (Class0), spiculation (Class1), and lobulation (Class2) peak classification metrics

Training
Network	Chamfer Weighted Symmteric↓			Jaccard Index↓
Network	Class0	Class1	Class2	Class0	Class1	Class2
Mesh Only	0.009	0.010	0.013	0.507	0.493	0.430
Mesh+Encoder	0.008	0.009	0.011	0.488	0.456	0.410
Validation
Network	Chamfer Weighted Symmteric↓			Jaccard Index↓
Network	Class0	Class1	Class2	Class0	Class1	Class2
Mesh Only	0.010	0.011	0.014	0.526	0.502	0.451
Mesh+Encoder	0.014	0.015	0.018	0.488	0.472	0.433
Testing LIDC-PM N=72
Network	Chamfer Weighted Symmteric↓			Jaccard Index↓
Network	Class0	Class1	Class2	Class0	Class1	Class2
Mesh Only	0.011	0.011	0.014	0.561	0.553	0.510
Mesh+Encoder	0.009	0.010	0.012	0.558	0.541	0.507
Testing LUNGx N=73
Network	Chamfer Weighted Symmteric↓			Jaccard Index↓
Network	Class0	Class1	Class2	Class0	Class1	Class2
Mesh Only	0.029	0.028	0.030	0.502	0.537	0.545
Mesh+Encoder	0.017	0.017	0.019	0.506	0.523	0.525