Lucas A Birmelin, M.D.
Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Chandler, AZ
Shared published services2 shared services · view billing descriptions
99%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Kristopher Richard Roach, M.D. with clinicians in the same registry specialty: Critical Care (Intensivists) · Internal Medicine (CMS).
CHANDLER, AZ · Exact areaEdit location
2024 published service data · 18 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Jack Henry Short, M.D.
Critical Care (Intensivists) · Internal Medicine (CMS) · Chandler, AZ
Shared published services2 shared services · view billing descriptions
88%Service-mix similarityView profile →
Daniel T Lyman, D.O.
Critical Care (Intensivists) · Emergency Medicine (CMS) · Chandler, AZ
Shared published services1 shared services · view billing descriptions
83%Service-mix similarityView profile →
Paul Schaefer, DO
Critical Care (Intensivists) (CMS) · Chandler, AZ
Shared published services1 shared services · view billing descriptions
83%Service-mix similarityView profile →
Gary Thomas Nagamoto, M.D.
Specialty details in registry · Chandler, AZ
Shared published services1 shared services · view billing descriptions
72%Service-mix similarityView profile →
Francis Michael Maguire, D.O.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Chandler, AZ
Shared published services1 shared services · view billing descriptions
71%Service-mix similarityView profile →
Aditya Paliwal, MD
Internal Medicine (CMS) · Chandler, AZ
Shared published services1 shared services · view billing descriptions
65%Service-mix similarityView profile →
Daniel A Belen, DO
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Chandler, AZ
Shared published services1 shared services · view billing descriptions
64%Service-mix similarityView profile →
Ahmad Nazih Chebbo, MD
Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Chandler, AZ
Shared published services1 shared services · view billing descriptions
64%Service-mix similarityView profile →
Daniel Kyongsoo Yu
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Chandler, AZ
Shared published services1 shared services · view billing descriptions
45%Service-mix similarityView profile →
Jill Gualdoni, M.D.
Internal Medicine · Pulmonary Disease (CMS) · Chandler, AZ
Shared published services1 shared services · view billing descriptions
43%Service-mix similarityView profile →
Cameron Mclaughlin, D.O.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Chandler, AZ
Shared published services1 shared services · view billing descriptions
42%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.