Neither human nor machine is perfect. Radiologists bring decades of clinical experience and context — history, symptoms, prior images. AI brings speed, consistency and the ability to spot patterns across thousands of images. Combined, they outperform either one alone.
In practice, the workflow is a partnership. AI pre-triages every case and flags those that need attention; radiologists focus their expertise where it matters most, and ambiguous cases are discussed, never delegated. Studies of this collaboration report more cancers found and fewer false alarms.
How the partnership works
- AI sorts cases, flagging suspicious findings in priority order
- Radiologists focus on complex cases and clinical context
- Disagreements trigger careful re-review
- Outcomes are tracked so the team keeps improving