Table 1.
Scenarios | Selection rate of AI and radiologists/setup based on AI score | AI, % of screen-readings | R1, % of screen-readings | R2, % of screen-readings | Reduced screening volume, % | |
---|---|---|---|---|---|---|
Standard independent double reading | 0 | 0 | 100 | 100 | 0 | |
1 | AI as one of two readers | AI and R1 selects 5.8% each* | 100 | 100 | 0 | 50 |
2 | AI as one of two readers | AI selects 10.1% (AI score = 10) and R1 selects 5.8%* | 100 | 100 | 0 | 50 |
3 | AI selects cases to be double read |
AI score 1–5: negative AI score 6–10: R1+R2 |
100 | 50 | 50 | 50 |
4 | AI selects cases to be double read |
AI score 1–7: negative AI score 8–10: R1+R2 |
100 | 30 | 30 | 70 |
5 | AI selects cases to be double read |
AI score 1–9: negative AI score 10: R1+R2 |
100 | 10 | 10 | 90 |
6 | AI selects cases to be single read |
AI score 1–5: negative AI score 6–10: R1 |
100 | 50 | 0 | 75 |
7 | AI selects cases to be single and double read |
AI score 1–5: R1 AI score 6–10: R1+R2 |
100 | 100 | 50 | 25 |
8 | AI selects cases to be single and double read |
AI score 1–7: R1 AI score 8–10: R1+R2 |
100 | 100 | 30 | 35 |
9 | AI selects cases to be single and double read |
AI score 1–5: negative AI score 6–7.5: R1 AI score 7.6–10: R1+R2 |
100 | 50 | 25 | 63 |
10 | AI selects cases to be single and double read |
AI score 1–5: negative AI score 6–7.5: R1+R2 AI score 7.6–10: R1 |
100 | 50 | 25 | 63 |
11 | AI selects cases to be recalled | 3.2%* | 100 | 0 | 0 | 100 |
*5.8% mimics the average selection rate/positive interpretations of the individual radiologists in the study sample, and 3.2% mimics the recall rate in the study sample after independent double reading