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. Author manuscript; available in PMC: 2019 Aug 25.
Published in final edited form as: Analyst. 2019 Feb 25;144(5):1642–1653. doi: 10.1039/c8an01495g

Table 4.

Sensitivity/specificity values for each histological class for a SVM classifier and the proposed CNN applied to SD data

Class/method SVM CNN
Adipocytes 75.47/91.08 93.20/88.97
Blood 60.97/98.98 70.64/99.12
Collagen 94.11/86.49 95.89/96.89
Epithelium 90.72/77.53 82.88/94.62
Myofibroblasts 11.41/99.57 61.95/96.07
Necrosis 82.02/94.49 90.63/98.79