German Lopez, MD
Diagnostic Radiology (CMS) · Hato Rey, PR
Shared published services2 shared services · view billing descriptions
88%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Elena Alvarez Westwood, M.D. with clinicians in the same registry specialty: Diagnostic Radiology (CMS).
HATO REY, PR · Exact areaEdit location
2024 published service data · 5 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Rafael Antonio Vaquer, M.D.
Diagnostic Radiology · Nuclear Medicine (CMS) · Hato Rey, PR
Shared published services3 shared services · view billing descriptions
80%Service-mix similarityView profile →
Yvelisse Gonzalez Segui
Diagnostic Radiology (CMS) · Hato Rey, PR
Shared published services3 shared services · view billing descriptions
60%Service-mix similarityView profile →
Joanne M Marin, MD.
Diagnostic Radiology (CMS) · Hato Rey, PR
Shared published services1 shared services · view billing descriptions
22%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.