A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Chiagozie Pickens, MD with clinicians in the same registry specialty: Internal Medicine (CMS).

CHICAGO, IL · Exact areaEdit location

2024 published service data · 137 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

William Parker

Pulmonary Disease (CMS) · Chicago, IL

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

Amy Chao Ludwig, MD

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Chicago, IL

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

Nathan Ryan Schoettler, M.D.

Pulmonary Disease (CMS) · Chicago, IL

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

Brian T Garibaldi, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
88%Service-mix similarityView profile →

Seunghye Han, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
86%Service-mix similarityView profile →

Nandita R Nadig, MD

Internal Medicine · Pulmonary Disease (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
86%Service-mix similarityView profile →

Safeer Shah, MD

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
84%Service-mix similarityView profile →

Scott Vasher, MD

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
84%Service-mix similarityView profile →

Bhakti Patel

Internal Medicine · Pulmonary Disease (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
81%Service-mix similarityView profile →

Richard Wunderink, MD

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
80%Service-mix similarityView profile →

Benjamin David Singer, M.D.

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
77%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.