Evidence Appraisals
Appraisals
Long-form critical reviews of the peer-reviewed evidence behind specific clinical-AI tools and tool categories, organized by clinical specialty (radiology, pathology, sepsis prediction, ambient documentation, primary care, and others as coverage grows). Each appraisal names a credentialed clinical or informatics reviewer, cites peer-reviewed studies by journal (and DOI where available), states the tool's FDA clearance status as a separate fact from the evidence verdict, and closes with a structured, consistent risk-of-bias scorecard (study design, sample size and setting, external/prospective validation, overall risk-of-bias rating). This is the flagship section and the site's core proposition. It excludes dated regulatory-event reporting (routed to Tracker) and standalone term definitions (routed to Glossary), and links out to both as supporting evidence rather than duplicating them.
See the full scorecard framework on Methodology.
- Tool
- AI for Health: A Clinical Application Brief Across Key Medical Domains
- FDA status
- Cleared (domain-dependent) / Not cleared (sepsis CDS tools)
- External validation
- Not reported
- Manufacturer
- —
AI for Health: A Cross-Specialty Landscape of FDA-Cleared Tools, Clinical Evidence, and Equity Gaps
- Tool
- AI for Health: A Cross-Specialty Landscape of FDA-Cleared Tools, Clinical Evidence, and Equity Gaps
- FDA status
- Not reported
- External validation
- Not reported
- Manufacturer
- —
AI in Healthcare: A Structured Brief on Clinical Applications, Evidence, and Deployment Realities
- Tool
- AI in Healthcare: A Structured Brief on Clinical Applications, Evidence, and Deployment Realities
- FDA status
- Cleared (select applications); Not cleared (sepsis prediction CDS, ambient documentation)
- External validation
- Not reported
- Manufacturer
- —
AI in Healthcare: Specialty Landscape Overview
- Tool
- AI in Healthcare: Specialty Landscape Overview
- FDA status
- Not reported
- External validation
- Not reported
- Manufacturer
- —
AI in Medicine: How It's Actually Reshaping Clinical Workflows
- Tool
- AI in Medicine: How It's Actually Reshaping Clinical Workflows
- FDA status
- Not reported
- External validation
- Not reported
- Manufacturer
- —
AI Medical Diagnosis: What the Clinical Evidence Actually Shows
- Tool
- AI Medical Diagnosis: What the Clinical Evidence Actually Shows
- FDA status
- Not reported
- External validation
- partial
- Manufacturer
- —
AI Medical Diagnosis in Imaging: What the Evidence Actually Shows
- Tool
- AI Medical Diagnosis in Imaging: What the Evidence Actually Shows
- FDA status
- Not reported
- External validation
- Not reported
- Manufacturer
- —
AI Sepsis Prediction in Hospitals: Epic Sepsis Model Evidence, Alert Burden, and FDA-Cleared Alternatives

- Tool
- AI Sepsis Prediction in Hospitals: Epic Sepsis Model Evidence, Alert Burden, and FDA-Cleared Alternatives
- FDA status
- Not reported
- External validation
- Not reported
- Manufacturer
- —
Artificial Intelligence in Healthcare: A Clinical Application Brief Overview
- Tool
- Artificial Intelligence in Healthcare: A Clinical Application Brief Overview
- FDA status
- Cleared / Not cleared — varies by application domain
- External validation
- Not reported
- Manufacturer
- —
Artificial Intelligence in Medical Diagnosis: What the Evidence Actually Shows
- Tool
- Artificial Intelligence in Medical Diagnosis: What the Evidence Actually Shows
- FDA status
- Not reported
- External validation
- Not reported
- Manufacturer
- —
Artificial Intelligence in Medical Diagnosis: What the Clinical Evidence Actually Shows
- Tool
- Artificial Intelligence in Medical Diagnosis: What the Clinical Evidence Actually Shows
- FDA status
- Not reported
- External validation
- partial
- Manufacturer
- —
Ambient AI Scribes in Epic EHR: Real-World Deployment Evidence and Clinical Governance

- Tool
- Ambient AI Scribes in Epic EHR: Real-World Deployment Evidence and Clinical Governance
- FDA status
- Not reported
- External validation
- Not reported
- Manufacturer
- —