Linda L. Liu, MD
Anesthesiology · Critical Care (Intensivists) (CMS) · San Francisco, CA
Shared published services3 shared services · view billing descriptions
76%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of David W. Shimabukuro, MD with clinicians in the same registry specialty: Anesthesiology · Critical Care (Intensivists) (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.
Jeremy Lieberman, MD
Anesthesiology (CMS) · San Francisco, CA
Shared published services2 shared services · view billing descriptions
69%Service-mix similarityView profile →
Lundy John Campbell, M.D.
Anesthesiology · Critical Care (Intensivists) (CMS) · San Francisco, CA
Shared published services2 shared services · view billing descriptions
65%Service-mix similarityView profile →
Daniel H. Burkhardt, MD
Anesthesiology · Critical Care (Intensivists) (CMS) · San Francisco, CA
Shared published services3 shared services · view billing descriptions
63%Service-mix similarityView profile →
Matthieu Legrand, MD, PHD
Anesthesiology (CMS) · San Francisco, CA
Shared published services1 shared services · view billing descriptions
60%Service-mix similarityView profile →
Sara Quraish Abu-Tabikh, M.D.
Obstetrics/Gynecology (CMS) · San Francisco, CA
Shared published services1 shared services · view billing descriptions
60%Service-mix similarityView profile →
Kristina Rose Sullivan, M.D.
Anesthesiology (CMS) · San Francisco, CA
Shared published services1 shared services · view billing descriptions
60%Service-mix similarityView profile →
Matthew Orlowski, MD, PHARMD
Anesthesiology (CMS) · San Francisco, CA
Shared published services1 shared services · view billing descriptions
60%Service-mix similarityView profile →
Rondall Keith Lane, M.D.
Anesthesiology (CMS) · 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
48%Service-mix similarityView profile →
Romain Pirracchio, MD PHD
Anesthesiology (CMS) · San Francisco, CA
Shared published services1 shared services · view billing descriptions
43%Service-mix similarityView profile →
Celine Marie Madeleine Gonzalez, MD
Anesthesiology (CMS) · San Francisco, CA
Shared published services2 shared services · view billing descriptions
41%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.