Pankaj Arora, M.D.
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
64%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Luiz Pinheiro, MD with clinicians in the same registry specialty: Cardiovascular Disease.
BIRMINGHAM, AL · Exact areaEdit location
2024 published service data · 73 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Percy J Colon, MD
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
59%Service-mix similarityView profile →
Gretchen Wells
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
59%Service-mix similarityView profile →
Leon Cannizzaro, MD
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
59%Service-mix similarityView profile →
Stephen E Bakir, MD
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
58%Service-mix similarityView profile →
Min Xie
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
58%Service-mix similarityView profile →
Raashid Ashraf, MD
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
58%Service-mix similarityView profile →
Oscar Julian Booker, MD
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
58%Service-mix similarityView profile →
Melody Sherwood, MD
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
56%Service-mix similarityView profile →
Garima Arora, MD, MRCP
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
55%Service-mix similarityView profile →
Wytch Rogers Rigger, MD
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
55%Service-mix similarityView profile →
Michael B Honan, MD
Cardiovascular Disease · Birmingham, AL
Shared published services3 shared services · view billing descriptions
55%Service-mix similarityView profile →
How this comparison works
We use the same calendar year of CMS Medicare Physician & Other Practitioners data for both providers. Published non-drug service counts are combined by HCPCS code across places of service. We apply log(1 + count), normalize the vectors, and compare them using cosine similarity.
Candidates share the reference provider’s current NPPES primary taxonomy and match the location you enter. We examine up to 500 candidates in NPI order, then show up to 12 with the highest positive similarity within that set. The score is not a percentile, medical recommendation, or prediction. Suppressed services are not estimated. Medicare fee-for-service data does not describe a provider’s entire practice.
Source: CMS Medicare Physician & Other Practitioners - by Provider and Service : 2024-12-01 · Published May 21, 2026.