Irene Kitromelides, MD
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
69%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Timur Zakhar Dubovoy, MD with clinicians in the same registry specialty: Anesthesiology.
ANN ARBOR, MI · Exact areaEdit location
2024 published service data · 185 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Timothy Carl Cummings, DO
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
51%Service-mix similarityView profile →
Matthew D Caldwell, MD
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
48%Service-mix similarityView profile →
Mukilan Seran Muthuswami, MD
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
46%Service-mix similarityView profile →
John Rivard, M.D.
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
44%Service-mix similarityView profile →
Ian Michael Gannon, MD
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
39%Service-mix similarityView profile →
Michael K Allender, DO
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
38%Service-mix similarityView profile →
Murtaza Diwan, MD
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
37%Service-mix similarityView profile →
Edmond O'brien, M.D.
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
36%Service-mix similarityView profile →
Jehad Ibrahim Albataineh, MD
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
34%Service-mix similarityView profile →
Bryant Wu, MD
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
34%Service-mix similarityView profile →
Brian J Woodcock, MD
Anesthesiology · Ann Arbor, MI
Shared published services1 shared services · view billing descriptions
34%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.