Mayuko Ito Fukunaga, M.D.
Allergy/Immunology · Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Worcester, MA
Shared published services3 shared services · view billing descriptions
73%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of John Mark Madison, M.D. with clinicians in the same registry specialty: Pulmonary Disease (CMS).
WORCESTER, MA · Exact areaEdit location
2024 published service data · 39 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Anna G. Rudnicki, MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Worcester, MA
Shared published services3 shared services · view billing descriptions
72%Service-mix similarityView profile →
Richard A Rosiello, MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Worcester, MA
Shared published services3 shared services · view billing descriptions
70%Service-mix similarityView profile →
Kyle T. Halligan, M.D.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Worcester, MA
Shared published services3 shared services · view billing descriptions
69%Service-mix similarityView profile →
Kevin B Martin, MD
Pulmonary Disease (CMS) · Worcester, MA
Shared published services3 shared services · view billing descriptions
66%Service-mix similarityView profile →
Yaron R. Goldman, MD
Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Worcester, MA
Shared published services3 shared services · view billing descriptions
63%Service-mix similarityView profile →
Abdo Chafic Kataya, M.D.
Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Worcester, MA
Shared published services3 shared services · view billing descriptions
62%Service-mix similarityView profile →
Bharat Singh Bhandari
Pulmonary Disease (CMS) · Worcester, MA
Shared published services3 shared services · view billing descriptions
61%Service-mix similarityView profile →
Oren Schaefer, M.D.
Allergy/Immunology · Critical Care (Intensivists) · Pulmonary Disease (CMS) · Worcester, MA
Shared published services3 shared services · view billing descriptions
59%Service-mix similarityView profile →
Erin E O'shea Paudel, D.O.
Pulmonary Disease (CMS) · Worcester, MA
Shared published services3 shared services · view billing descriptions
57%Service-mix similarityView profile →
Emil L Tigas, M.D.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Worcester, MA
Shared published services3 shared services · view billing descriptions
53%Service-mix similarityView profile →
Sandeep Somalaraju, M.D
Internal Medicine · Pulmonary Disease (CMS) · Worcester, MA
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.