RB-Care: An Artificial Intelligence System for Automatic Quantitative Assessment and Surveillance of Retinoblastoma.

The segmentation model can make precise boundary detection and quantitative measurement on tumors and optic discs, achieving mean Intersection over Union (mIoU) of 0.9670 and Dice similarity coefficient (dice similarity coefficient) of 0.9780 for tumor segmentation, and mIoU of 0.9999 and dice similarity coefficient of 0.9999 for optic disc segmentation, which reaches a comparable level with ophthalmologists.