AI Specialty Collaborative: AI Evaluation Guide

| 1 Min Read

As the adoption of augmented intelligence (AI) tools in health care accelerates, physicians face the critical task of understanding and managing the risks associated with these technologies. Recognizing that AI is intended to support—not replace—clinical decision-making, the AMA AI Specialty Collaborative has developed this resource to provide physicians with a structured, practical framework for evaluating AI applications in medicine. 

This guide emphasizes clinical relevance, transparency and patient safety while remaining accessible to clinicians without specialized technical expertise. The guide introduces five core domains for AI evaluation: 

  1. Clinical Use Case and User
  2. Training and Validation Data Relevance
  3. Risks and Mitigation
  4. Effectiveness and Performance
  5. Workflow Integration and Monitoring

Cross-cutting considerations—including representation, transparency, clinical relevance and ongoing safety—help ensure a comprehensive assessment. 

Download the guide (PDF).

Your Powerful Ally

Through AMA advocacy and policymaking, we are addressing the issues important to you—together—and shaping what’s next for physicians.

FEATURED STORIES

Smiling woman embraces another

4 huge Medicare pay reforms are part of new bipartisan House bill

| 5 Min Read
Eyeball with target

AMA takes fight to Wisconsin optometrists performing eye surgeries

| 5 Min Read
Baby with bandage on upper thigh

Measles is spreading. Vaccination remains our best defense.

| 4 Min Read
Figure stands with giant pencil and checklist

How to know it is time to apply for AMA Joy in Medicine recognition

| 7 Min Read