John W Boyle, M.D.
Ophthalmology · Metairie, LA
Shared published services3 shared services · view billing descriptions
66%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Lauren Lim, MD with clinicians in the same registry specialty: Ophthalmology.
METAIRIE, LA · Exact areaEdit location
2024 published service data · 28 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Blake Matherne, MD
Ophthalmology · Metairie, LA
Shared published services3 shared services · view billing descriptions
65%Service-mix similarityView profile →
David Patrick Kennedy, M.D.
Ophthalmology · Metairie, LA
Shared published services3 shared services · view billing descriptions
62%Service-mix similarityView profile →
Tyler Christian Goff, MD
Ophthalmology · Metairie, LA
Shared published services3 shared services · view billing descriptions
60%Service-mix similarityView profile →
Nicholas Emile Frisard, M.D.
Ophthalmology · Metairie, LA
Shared published services3 shared services · view billing descriptions
57%Service-mix similarityView profile →
Daniel I Caplan, M.D.
Ophthalmology · Metairie, LA
Shared published services3 shared services · view billing descriptions
52%Service-mix similarityView profile →
Brendon Sumich, M.D.
Ophthalmology · Metairie, LA
Shared published services3 shared services · view billing descriptions
46%Service-mix similarityView profile →
Joshua Mark Groetsch, MD
Ophthalmology · Metairie, LA
Shared published services3 shared services · view billing descriptions
44%Service-mix similarityView profile →
Scott David Lanoux, MD
Ophthalmology · Metairie, LA
Shared published services3 shared services · view billing descriptions
44%Service-mix similarityView profile →
Henry Milfred Haley, M.D.
Ophthalmology · Metairie, LA
Shared published services3 shared services · view billing descriptions
42%Service-mix similarityView profile →
Owen Joseph Lacour, MD
Ophthalmology · Metairie, LA
Shared published services3 shared services · view billing descriptions
40%Service-mix similarityView profile →
Chad Michael Caplan, MD
Ophthalmology · Metairie, LA
Shared published services1 shared services · view billing descriptions
40%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.