Jonathan Levi Jacobs, M.D.
Pathology (CMS) · Baltimore, MD
Shared published services3 shared services · view billing descriptions
92%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Senda Beltaifa, M.D. with clinicians in the same registry specialty: Pathology (CMS).
MD · Exact areaEdit location
2024 published service data · 179 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Edward Scott Iames, D.O.
Specialty details in registry · Bethesda, MD
Shared published services3 shared services · view billing descriptions
90%Service-mix similarityView profile →
Michael J Odonoghue, M.D.
Pathology (CMS) · Hagerstown, MD
Shared published services3 shared services · view billing descriptions
88%Service-mix similarityView profile →
Alan Oroxom, M.D.
Pathology (CMS) · Gaithersburg, MD
Shared published services3 shared services · view billing descriptions
88%Service-mix similarityView profile →
Amir Itzhak Kende, M.D.
Pathology (CMS) · Rockville, MD
Shared published services3 shared services · view billing descriptions
87%Service-mix similarityView profile →
Marissa Janine White, M.D.
Pathology (CMS) · Baltimore, MD
Shared published services3 shared services · view billing descriptions
86%Service-mix similarityView profile →
Andra Olimpia Kovalovsky, M.D.
Pathology (CMS) · Silver Spring, MD
Shared published services3 shared services · view billing descriptions
86%Service-mix similarityView profile →
Kaihui Liang, MD
Pathology (CMS) · Bethesda, MD
Shared published services3 shared services · view billing descriptions
85%Service-mix similarityView profile →
Andrew Hall
Pathology (CMS) · Beltsville, MD
Shared published services3 shared services · view billing descriptions
85%Service-mix similarityView profile →
Edward W Gabrielson, M.D.
Pathology (CMS) · Baltimore, MD
Shared published services3 shared services · view billing descriptions
84%Service-mix similarityView profile →
Norris J Nolan, MD
Pathology (CMS) · Bethesda, MD
Shared published services3 shared services · view billing descriptions
84%Service-mix similarityView profile →
Nicholas Alan Rogers, M.D.
Specialty details in registry · Baltimore, MD
Shared published services3 shared services · view billing descriptions
84%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.