Joseph Charles Carroll, D.O
Anesthesiology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
100%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Kotaro Makino, MD with clinicians in the same registry specialty: Anesthesiology.
INDIANAPOLIS, IN · Exact areaEdit location
2024 published service data · 386 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Victoria Olga Golebiowski, M.D.
Anesthesiology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
100%Service-mix similarityView profile →
Kristin Mccorkle, MD
Anesthesiology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
91%Service-mix similarityView profile →
Sean Cochran, MD
Anesthesiology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
91%Service-mix similarityView profile →
Graydon Taylor, DO
Anesthesiology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
90%Service-mix similarityView profile →
Mark Seungjin Choi, M.D.
Anesthesiology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
90%Service-mix similarityView profile →
Mary Katelyn Kirby, DO
Anesthesiology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
89%Service-mix similarityView profile →
Casey Connor, MD
Anesthesiology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
87%Service-mix similarityView profile →
Grant E Highley
Anesthesiology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
86%Service-mix similarityView profile →
Nora Mossa-Basha, MD
Anesthesiology · Indianapolis, IN
Shared published services2 shared services · view billing descriptions
84%Service-mix similarityView profile →
Marla L Slough, MD
Anesthesiology · Indianapolis, IN
Shared published services2 shared services · view billing descriptions
84%Service-mix similarityView profile →
Matthew E Deburger, CAA
Anesthesiology · Indianapolis, IN
Shared published services2 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.