Table 4 Eight-year survival rates of low/intermediate and high grade groups as assigned by pathologists and the deep learning model for overall survival (OS), distant recurrence free survival (DRFS) and recurrence free survival (RFS).
From: Deep learning-based breast cancer grading and survival analysis on whole-slide histopathology images
Survival endpoint | 8-year survival rate (% (95% CI)) | |
|---|---|---|
Pathologists | Deep learning model | |
OS | ||
Low/intermediate grade | 85.7 (81.3–90.4) | 86.4 (82.8–90.2) |
High grade | 76.1 (72.3–80.2) | 72.8 (68.3–77.6) |
DRFS | ||
Low/intermediate grade | 82.7 (78.6–86.9) | 82.3 (77.4–87.5) |
High grade | 70.3 (65.6–75.4) | 73.2 (69.2–77.5) |
RFS | ||
Low/intermediate grade | 74.2 (69.6–79.2) | 75.6 (70.1–81.5) |
High grade | 65.1 (60.3–70.4) | 66.5 (62.2–71.1) |
