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. Author manuscript; available in PMC: 2022 Oct 19.
Published in final edited form as: J Biophotonics. 2022 Feb 28;15(6):e202100349. doi: 10.1002/jbio.202100349

TABLE 2.

Number of ROIs for deep learning

Dataset
Training Benchtop (39 968 cancerous and 37 639 normal ROIs from 28 areas) + Catheter (8552 cancer, 31 776 normal ROIs from 20 areas)
Validation Benchtop (4000 cancerous and 4000 normal ROIs from 6 areas) + Catheter (2155 cancer, 2155 normal ROIs from 5 areas)
Testing Catheter (10 694 cancerous and 16 225 normal ROIs from 19 areas)