Ciaran Cunningham, MD
Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
100%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Amira Elshikh, DO with clinicians in the same registry specialty: Critical Care (Intensivists) · Pulmonary Disease (CMS).
MAYWOOD, IL · Exact areaEdit location
2024 published service data · 19 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Solomon Krow, M.D
Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
77%Service-mix similarityView profile →
Elizabeth Ann Collins, M.D.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
70%Service-mix similarityView profile →
Perry Formanek
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
65%Service-mix similarityView profile →
Matthew M Nobari, MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
65%Service-mix similarityView profile →
Mrunal Gunvant Patel, M.D.
Critical Care (Intensivists) · Internal Medicine (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
51%Service-mix similarityView profile →
Shruti Bhupendra Patel, M.D.
Critical Care (Intensivists) · Emergency Medicine · Pulmonary Disease (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
46%Service-mix similarityView profile →
Jack Joseph Amja, M.D.
Internal Medicine · Pulmonary Disease (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
44%Service-mix similarityView profile →
Sunita Kumar, MD
Pulmonary Disease (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
42%Service-mix similarityView profile →
Yiran Gong, MD
Internal Medicine · Pulmonary Disease (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
42%Service-mix similarityView profile →
Emily Siu Clausen, MD
Pulmonary Disease (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
41%Service-mix similarityView profile →
James P Gagermeier, MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Maywood, IL
Shared published services1 shared services · view billing descriptions
41%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.