Byron Shane Thomas, D.O.
Internal Medicine · Whitesburg, KY
Shared published services3 shared services · view billing descriptions
79%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of April Lynn Hall-Slone, D.O. with clinicians in the same registry specialty: Internal Medicine.
WHITESBURG, KY · Exact areaEdit location
2024 published service data · 6 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Matthew Troy Breeding, D.O.
Internal Medicine · Whitesburg, KY
Shared published services3 shared services · view billing descriptions
73%Service-mix similarityView profile →
Fares Khater, MD
Internal Medicine · Whitesburg, KY
Shared published services3 shared services · view billing descriptions
57%Service-mix similarityView profile →
Kevin Matthew Gooch, MD
Internal Medicine · Whitesburg, KY
Shared published services1 shared services · view billing descriptions
8%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.