Monique Theresa Barakat, MD, PHD
Internal Medicine (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
71%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Subhas Banerjee, MD with clinicians in the same registry specialty: Gastroenterology (CMS).
STANFORD, CA · Exact areaEdit location
2024 published service data · 41 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Andrew Amos Li, MD
Gastroenterology · Internal Medicine (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
67%Service-mix similarityView profile →
Kian Keyashian, M.D.
Gastroenterology · Internal Medicine (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
56%Service-mix similarityView profile →
Ikponmwosa Enofe, MD
Gastroenterology (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
56%Service-mix similarityView profile →
Uri Ladabaum, MD
Gastroenterology · Internal Medicine (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
56%Service-mix similarityView profile →
Alice Ahyoung Lee, MD
Gastroenterology · Internal Medicine (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
56%Service-mix similarityView profile →
Karen Chunguhn Kim, MD
Gastroenterology (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
55%Service-mix similarityView profile →
Robert Jeffrey Huang, M.D.
Internal Medicine (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
54%Service-mix similarityView profile →
Nanae Takatori, M.D.
Gastroenterology · Internal Medicine (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
52%Service-mix similarityView profile →
Walter Gwang-Up Park, M.D.
Gastroenterology · Internal Medicine (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
52%Service-mix similarityView profile →
Jennifer Roost, M.D.
Gastroenterology (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
51%Service-mix similarityView profile →
Samuel Neal Marcus, M.D.
Gastroenterology (CMS) · Stanford, CA
Shared published services3 shared services · view billing descriptions
51%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.