Table 1.
Artificial Intelligence System Impact
| Use Case | Description | Examples | Food and Drug Administration Oversight |
|---|---|---|---|
|
| |||
| Population care | Prioritization and triage with potential impact on groups of patients and individual patients | Care pathway assignment | Likely35 |
| Individual patient care | |||
| Assistive AI | Assists a clinician who determines the patient’s management | Provides a probability or likelihood of a disease or condition or may highlight potential lesions that should be reviewed by a specialist | Likely35 |
| Autonomous AI | Makes a medical decision without input from a clinician | For example, an autonomous AI system may evaluate for the presence of a disease, such as diabetic retinopathy and macular edema, or condition and notify the user whether the disease or condition is present | Likely35 |
| Scientific research | Not used for individual patient or population care, although the results of the research may impact populations or patients downstream | Health care analytics | Unlikely |
| Operations and data management | Where this does not impact individual patient or population care; these often exist within the realm of health information technology systems as they relate to administrative purposes | VIM Referral Guidance, a triage system from EHRs (https://getvim.com/solution/referral-guidance) | Unlikely |
| Clinical decision support | Informs the clinician by aggregating, reformatting, or visualizing data, without providing analytical insights of the data, in a manner that allows the clinician to review the basis of the information provided by the software independently | AI system that suggests a G6PD test before prescribing an antimalarial therapy38 | Depends* |
| General wellness | Collects physiologic information from devices and sensors, including wearables | Smart watch that captures heart rate | Depends* |
AI = artificial intelligence; EHR = electronic health record.
See Center for Devices and Radiological Health, United States Food and Drug Administration.38 This explains when a software function qualifies as nondevice CDS as well as device CDS, and which of these are regulated actively or for which compliance with applicable regulation would not be enforced.