Bich-Chieu Tran
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Seattle, WA
Shared published services3 shared services · view billing descriptions
88%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Sarah Elizabeth Holton, MD with clinicians in the same registry specialty: Internal Medicine · Pulmonary Disease (CMS).
SEATTLE, WA · Exact areaEdit location
2024 published service data · 37 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Ylinne Tsang Lynch, MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Seattle, WA
Shared published services3 shared services · view billing descriptions
80%Service-mix similarityView profile →
Mai Otsuka Colvin, M.D.
Critical Care (Intensivists) · Internal Medicine (CMS) · Seattle, WA
Shared published services3 shared services · view billing descriptions
77%Service-mix similarityView profile →
Katerina Lyubomirova Byanova, MD, MS
Critical Care (Intensivists) (CMS) · Seattle, WA
Shared published services2 shared services · view billing descriptions
68%Service-mix similarityView profile →
Matthew A Triplette
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Seattle, WA
Shared published services3 shared services · view billing descriptions
64%Service-mix similarityView profile →
Natalie Laetitia Cobb Ortega,, M.D.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Seattle, WA
Shared published services3 shared services · view billing descriptions
62%Service-mix similarityView profile →
Sharukh Lokhandwala, M.D.
Critical Care (Intensivists) · Hospitalist · Internal Medicine · Pulmonary Disease (CMS) · Seattle, WA
Shared published services3 shared services · view billing descriptions
62%Service-mix similarityView profile →
George P Pappas, MD
Pulmonary Disease (CMS) · Seattle, WA
Shared published services3 shared services · view billing descriptions
62%Service-mix similarityView profile →
Fahad Alroumi, M.D.
Pulmonary Disease (CMS) · Seattle, WA
Shared published services3 shared services · view billing descriptions
57%Service-mix similarityView profile →
Mark A. Weinreich, MD
Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Seattle, WA
Shared published services3 shared services · view billing descriptions
54%Service-mix similarityView profile →
Garbo Mak, M.D.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Seattle, WA
Shared published services3 shared services · view billing descriptions
53%Service-mix similarityView profile →
Chi F Hung, MD
Critical Care (Intensivists) (CMS) · Seattle, WA
Shared published services3 shared services · view billing descriptions
47%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.