Jeremy Lieberman, MD
Anesthesiology (CMS) · San Francisco, CA
Shared published services2 shared services · view billing descriptions
59%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Celine Marie Madeleine Gonzalez, MD with clinicians in the same registry specialty: Anesthesiology (CMS).
SAN FRANCISCO, CA · Exact areaEdit location
2024 published service data · 17 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Konstantin Ovodov, MD
Anesthesiology · Critical Care (Intensivists) (CMS) · San Francisco, CA
Shared published services2 shared services · view billing descriptions
57%Service-mix similarityView profile →
Francois Jean-Philippe Marty, MD MPH
Specialty details in registry · San Francisco, CA
Shared published services2 shared services · view billing descriptions
56%Service-mix similarityView profile →
Manuel Pardo, MD
Anesthesiology · Critical Care (Intensivists) (CMS) · San Francisco, CA
Shared published services1 shared services · view billing descriptions
43%Service-mix similarityView profile →
David W. Shimabukuro, MD
Anesthesiology · Critical Care (Intensivists) (CMS) · San Francisco, CA
Shared published services2 shared services · view billing descriptions
41%Service-mix similarityView profile →
Geoffroy Hariri
Specialty details in registry · San Francisco, CA
Shared published services1 shared services · view billing descriptions
39%Service-mix similarityView profile →
Linda L. Liu, MD
Anesthesiology · Critical Care (Intensivists) (CMS) · San Francisco, CA
Shared published services2 shared services · view billing descriptions
37%Service-mix similarityView profile →
Marek Brzezinski, MD
Anesthesiology · Critical Care (Intensivists) (CMS) · San Francisco, CA
Shared published services2 shared services · view billing descriptions
34%Service-mix similarityView profile →
Romain Pirracchio, MD PHD
Anesthesiology (CMS) · San Francisco, CA
Shared published services1 shared services · view billing descriptions
28%Service-mix similarityView profile →
Lundy John Campbell, M.D.
Anesthesiology · Critical Care (Intensivists) (CMS) · San Francisco, CA
Shared published services1 shared services · view billing descriptions
26%Service-mix similarityView profile →
Rondall Keith Lane, M.D.
Anesthesiology (CMS) · San Francisco, CA
Shared published services1 shared services · view billing descriptions
20%Service-mix similarityView profile →
Daniel H. Burkhardt, MD
Anesthesiology · Critical Care (Intensivists) (CMS) · San Francisco, CA
Shared published services1 shared services · view billing descriptions
13%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.