A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Rafal S Sobota, M.D., PH.D. with clinicians in the same registry specialty: Neurology (CMS).

CHICAGO, IL · Exact areaEdit location

2024 published service data · 19 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Minjee Kim, M.D.

Critical Care (Intensivists) · Neurology (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
100%Service-mix similarityView profile →

Ayush Batra, M.D.

Neurology (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
100%Service-mix similarityView profile →

Matthew B Maas, M.D.

Critical Care (Intensivists) · Neurology (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
83%Service-mix similarityView profile →

Isaac J. Bourgeois, M.D.

Neurology (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
75%Service-mix similarityView profile →

Ali Mansour

Critical Care (Intensivists) · Neurology (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
72%Service-mix similarityView profile →

Tara Ashley Kimbrough, MD

Critical Care (Intensivists) · Neurology (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
71%Service-mix similarityView profile →

Rajeev Kumar Garg, M.D.

Neurology (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
70%Service-mix similarityView profile →

Ravi Garg, MD

Neurology (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
69%Service-mix similarityView profile →

Christos Lazaridis

Critical Care (Intensivists) · Neurology (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
63%Service-mix similarityView profile →

Sayona John, M.D.

Neurology (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
62%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.