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. 2020 Oct 19;6:e303. doi: 10.7717/peerj-cs.303

Table 6. A comparison between the performance of each of the specialized streams as well as the all-class stream, with regards to dice coefficient (DSC) and mean Intersection over Union (mIoU).

For all the streams, a DeepLab-v3+ model, with an Xception 65 as a feature extractor, is used.

All-Class Stream 1: PE Stream 2: GGO Stream 3: Consolidation Multi-Stream Average
DSC (%) 86.04 91.34 90.2 91.5 91.01
mIOU (%) 75.5 84.06 82.15 84.46 83.5