Erik Eduardo Folch, MD, MSC
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Boston, MA
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 Fayez Kheir, M.D. with clinicians in the same registry specialty: Critical Care (Intensivists) · Pulmonary Disease (CMS).
BOSTON, MA · Exact areaEdit location
2024 published service data · 172 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Colleen Melissa Keyes, M.D., M.P.H.
Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
75%Service-mix similarityView profile →
Kai Erik Swenson, MD
Internal Medicine (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
48%Service-mix similarityView profile →
Jason Beattie, MD
Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
47%Service-mix similarityView profile →
Adnan Majid, MD
Internal Medicine · Pulmonary Disease (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
46%Service-mix similarityView profile →
Hyun S Kim, M.D.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
44%Service-mix similarityView profile →
Majid Shafiq, M.D.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
38%Service-mix similarityView profile →
Tufik Ramzi Assad, M.D.
Internal Medicine · Pulmonary Disease (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
37%Service-mix similarityView profile →
Alyssa Anne Perez, M.D.
Internal Medicine · Pulmonary Disease (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
34%Service-mix similarityView profile →
Kathleen Joanne Haley, MD
Pulmonary Disease (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
30%Service-mix similarityView profile →
Bruce David Levy, MD
Pulmonary Disease (CMS) · Boston, MA
Shared published services1 shared services · view billing descriptions
29%Service-mix similarityView profile →
Leonard Sicilian, MD
Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Boston, MA
Shared published services1 shared services · view billing descriptions
29%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.