Syed Rahat Ali Shah Gilani, MD
Internal Medicine · Pulmonary Disease (CMS) · Columbia, SC
Shared published services1 shared services · view billing descriptions
68%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Collin Homer-Bouthiette with clinicians in the same registry specialty: Pulmonary Disease (CMS).
COLUMBIA, SC · Exact areaEdit location
2024 published service data · 20 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Jake A. Krieg, M.D.
Internal Medicine · Pulmonary Disease (CMS) · Columbia, SC
Shared published services1 shared services · view billing descriptions
58%Service-mix similarityView profile →
Benjamin J. Phelps, D.O.
Critical Care (Intensivists) · Internal Medicine (CMS) · Columbia, SC
Shared published services1 shared services · view billing descriptions
54%Service-mix similarityView profile →
Catherine Frier, DO
Internal Medicine (CMS) · Columbia, SC
Shared published services1 shared services · view billing descriptions
46%Service-mix similarityView profile →
Justin Henry Atwood, M.D.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Columbia, SC
Shared published services1 shared services · view billing descriptions
32%Service-mix similarityView profile →
Matthew Philip Varner, D.O.
Pulmonary Disease (CMS) · Columbia, SC
Shared published services1 shared services · view billing descriptions
31%Service-mix similarityView profile →
Liang Zha, M.D.
Internal Medicine · Pulmonary Disease (CMS) · Columbia, SC
Shared published services1 shared services · view billing descriptions
30%Service-mix similarityView profile →
Andy Iriza, DO
Pulmonary Disease (CMS) · Columbia, SC
Shared published services1 shared services · view billing descriptions
28%Service-mix similarityView profile →
Todd Gandy, MD
Internal Medicine · Pulmonary Disease (CMS) · Columbia, SC
Shared published services1 shared services · view billing descriptions
28%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.