A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Marina Rozenberg, MD with clinicians in the same registry specialty: Pathology (CMS).

STATEN ISLAND, NY · 25 milesEdit location
Within 25 miles · Approximate ZIP-area distance

Approximate straight-line distances between ZIP-area centers; a city search starts from the average of its ZIP centers. Uses the primary reported practice ZIP, not an exact office address or driving distance. Records without matched coordinates are excluded. How distance works

2024 published service data · 25 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Tobias Samuel Dory Cohen, MD, PHD

Pathology (CMS) · New York, NY

Shared published services
1 shared services · view billing descriptions
  • Blood bank physician services for cross match and/or evaluation and written report (86077)
83%Service-mix similarity~15.6 milesView profile →

Grace E Linder, MD

Pathology (CMS) · New York, NY

Shared published services
1 shared services · view billing descriptions
  • Blood bank physician services for cross match and/or evaluation and written report (86077)
68%Service-mix similarity~15.6 milesView profile →

Alexandra Budhai, M.D.

Hematopoietic Cell Transplantation And Cellular Therapy · Pathology (CMS) · New York, NY

Shared published services
1 shared services · view billing descriptions
  • Blood bank physician services for cross match and/or evaluation and written report (86077)
61%Service-mix similarity~15.6 milesView profile →

Elena Maryamchik, MD

Pathology (CMS) · New York, NY

Shared published services
1 shared services · view billing descriptions
  • Blood bank physician services for cross match and/or evaluation and written report (86077)
57%Service-mix similarity~15.6 milesView 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 approximate distance 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.