Muhammad Ahsan Zafar, M.D
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
100%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Stephanie Bennett-Hardy, MD with clinicians in the same registry specialty: Critical Care (Intensivists) · Emergency Medicine · Internal Medicine (CMS).
CINCINNATI, OH · Exact areaEdit location
2024 published service data · 25 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Yousef Ahmad
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
100%Service-mix similarityView profile →
William John Zacharias, MD PHD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
100%Service-mix similarityView profile →
Kristin Mara Hudock, MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
100%Service-mix similarityView profile →
Ammar Sharif, M.D.
Critical Care (Intensivists) (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
100%Service-mix similarityView profile →
Ryan Pack, DO
Critical Care (Intensivists) (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
87%Service-mix similarityView profile →
Thomas A Preston, M.D.
Critical Care (Intensivists) (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
79%Service-mix similarityView profile →
Abdul Basit, M.D.
Critical Care (Intensivists) · Internal Medicine (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
79%Service-mix similarityView profile →
Rakesh Gupta, M.D.
Critical Care (Intensivists) (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
76%Service-mix similarityView profile →
Aarti Narayan, MD
Critical Care (Intensivists) · Internal Medicine (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
72%Service-mix similarityView profile →
Robert Duncan Hite, MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
70%Service-mix similarityView profile →
Rhea Rubin, M.D.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cincinnati, OH
Shared published services1 shared services · view billing descriptions
50%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.