BMC Medical Imaging

Table 1 Ablation studies for impact of the feature inputs

From: Auto-segmentation of surgical clips for target volume delineation in post-lumpectomy breast cancer radiotherapy

Location net		Segmentation net		Metrics
CT Image	Binary Image	CT Image	Feature Map	DSC	HD95 (mm)	ASD (mm)
✓	×	✓	×	0.722 ± 0.077	2.290 ± 0.361	0.819 ± 0.139
✓	✓	✓	×	0.749 ± 0.206	2.166 ± 0.331	0.573 ± 0.608
✓	×	✓	✓	0.819 ± 0.047	2.000 ± 0.405	0.379 ± 0.102
✓	✓	✓	✓	0.844 ± 0.064	2.008 ± 0.016	0.333 ± 0.138

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ISSN: 1471-2342

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