Questions/answers | n (%) | P-value | ||
Gender | Training level | Big data | ||
Should radiologists be educated on (choose at most 3): | ||||
Clinical use of AI applications | 117 (76) | |||
Advantages and limitations of AI applications | 115 (74.7) | |||
Technical methods, such as machine/deep learning algorithm | 63 (40.9) | |||
How to get into the driver seat in using AI | 62 (40.3) | |||
How to survive the AI revolution | 29 (18.8) | |||
How to avoid the use of AI applications | 11 (7.1) | |||
What are the advantages of using AI? (choose at most 2) | ||||
AI can speed up processes in health care | 122 (79.2) | 0.257 | 0.468 | 0.748 |
AI can help reduce medical errors | 73 (47.4) | 0.298 | 0.734 | 0.784 |
AI has no emotional exhaustion nor physical limitation | 43 (27.9) | 1.00 | 0.190 | 0.618 |
AI can deliver vast amounts of clinically relevant high-quality data in real time | 27 (17.5) | 1.00 | 0.440‡ | 0.582 |
AI has no space-time constraint | 16 (10.4) | 0.860 | 0.118‡ | 1.00 |
What are you concerned about regarding the application of AI in medicine? | ||||
It cannot be used to provide opinions in unpredicted situations due to inadequate information | 59 (38.3) | |||
It is not flexible enough to be applied to every patient | 53 (34.4) | |||
It is difficult to apply to controversial subjects | 21 (13.6) | 0.193‡ | 0.198‡ | 0.968‡ |
The low ability to sympathize and consider the emotional well-being of the patient | 11 (7.1) | |||
It was developed by a less experienced medical clinician | 10 (6.5) | |||
Are you involved in any research project based on AI-based application development | ||||
Yes, testing | 5 (3.2) | |||
Yes, developing | 10 (6.5) | 0.485‡ | 0.774‡ | 0.027‡ |
No, but planning to be involved | 44 (28.6) | |||
No | 95 (61.7) | |||
Would you be willing to help in learning about ML and training a ML algorithm so that it can imitate some of the tasks you perform as a radiologist? | ||||
Yes | 120 (77.9) | 0.096 | 0.049 | 0.026 |
No | 34 (22.1) |
AI: artificial intelligence, ML: machine learning, ‡Fisher’s exact test