Specialist Performance Index · Anonymized

Doctor Rankings
Built on Outcomes

Not star ratings. Not peer reviews. Outcome-linked diagnostic accuracy scores computed from thousands of real advisory cases — anonymized, normalized, and ranked.

7,284

Ranked specialists

180+

Countries

14,800+

Cases scored

HIPAA & GDPR CompliantAll identities anonymizedScores from outcome-linked case data onlyUpdated weekly

90%

Avg Diagnostic Accuracy

88%

Avg Outcome Rate

3,190

Total Cases Analyzed

87%

Avg AI Agreement

Showing 12 specialists

Full Intelligence Dashboard

MD-7841ELITE2.1%

Cardiology · United States · 284 cases

MD-3392ELITE1.4%

Oncology · Germany · 317 cases

MD-5519ELITE3.2%

Neurology · India · 198 cases

MD-2204ELITE0.5%

Orthopedics · United Kingdom · 421 cases

MD-9017ELITE1.8%

Endocrinology · Japan · 256 cases

MD-6631TOP0.9%

Rheumatology · Italy · 189 cases

MD-4428TOP2.4%

Pulmonology · Egypt · 234 cases

MD-8803TOP1.1%

Cardiology · Brazil · 312 cases

MD-1156TOP3.7%

Psychiatry · Canada · 178 cases

MD-7742TOP1.2%

Oncology · South Korea · 267 cases

MD-3381VERIFIED0.6%

Neurology · France · 145 cases

MD-5590VERIFIED1.9%

Orthopedics · Australia · 389 cases

How Scores Are Calculated

Diagnostic Accuracy

AI top differential diagnosis vs. confirmed final diagnosis from case_outcomes table. Weighted by case complexity.

Guideline Adherence

Recommended actions mapped against NCCN, NICE, WHO, and AHA protocols. Specialty-specific scoring rubrics.

Outcome Rate

Patient-reported outcome_status (improved/unchanged/worsened) from follow-up data. Adjusted for case severity.

AI Agreement

Correlation between specialist opinion and AI differential diagnosis. High agreement = consistent, evidence-based reasoning.

Enterprise API Access API Documentation

Doctor RankingsBuilt on Outcomes

How Scores Are Calculated

Doctor Rankings
Built on Outcomes