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Compare the published Medicare service mix of Anthony Mitchell Swatek, M.D. with clinicians in the same registry specialty: General Surgery · Thoracic Surgery (CMS).

IOWA CITY, IA · Exact areaEdit location

2024 published service data · 9 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Evgeny V Arshava, M.D.

Critical Care (Intensivists) · General Surgery · Thoracic Surgery (CMS) · Iowa City, IA

Shared published services
1 shared services · view billing descriptions
  • New patient office or other outpatient visit with a high level of medical decision making, if using time, 60 minutes or more (99205)
100%Service-mix similarityView profile →

John Charles Keech, MD

General Surgery · Thoracic Surgery (CMS) · Iowa City, IA

Shared published services
1 shared services · view billing descriptions
  • New patient office or other outpatient visit with a high level of medical decision making, if using time, 60 minutes or more (99205)
68%Service-mix similarityView profile →

Kalpaj Rajnikant Parekh, MD

Cardiac Surgery · General Surgery · Thoracic Surgery (CMS) · Iowa City, IA

Shared published services
1 shared services · view billing descriptions
  • New patient office or other outpatient visit with a high level of medical decision making, if using time, 60 minutes or more (99205)
65%Service-mix similarityView profile →

Adnan Al Ayoubi, M.D., PH.D.

Cardiac Surgery · Thoracic Surgery (CMS) · Iowa City, IA

Shared published services
1 shared services · view billing descriptions
  • New patient office or other outpatient visit with a high level of medical decision making, if using time, 60 minutes or more (99205)
55%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.