Robert Frederick Early, MD
Anesthesiology · West Reading, PA
Shared published services3 shared services · view billing descriptions
56%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of John Edward Hopkins, MD with clinicians in the same registry specialty: Anesthesiology.
WEST READING, PA · Exact areaEdit location
2024 published service data · 19 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Adam M Fleckser, MD
Anesthesiology · West Reading, PA
Shared published services3 shared services · view billing descriptions
45%Service-mix similarityView profile →
Carl Rest
Anesthesiology · West Reading, PA
Shared published services3 shared services · view billing descriptions
31%Service-mix similarityView profile →
Erica Border Thurber, MD
Anesthesiology · West Reading, PA
Shared published services2 shared services · view billing descriptions
23%Service-mix similarityView profile →
William Pierce, D.O.
Anesthesiology · West Reading, PA
Shared published services2 shared services · view billing descriptions
20%Service-mix similarityView profile →
Adam Charles Magnus, MD
Anesthesiology · West Reading, PA
Shared published services1 shared services · view billing descriptions
19%Service-mix similarityView profile →
Benjamin Matthew Kline, MD
Anesthesiology · West Reading, PA
Shared published services1 shared services · view billing descriptions
15%Service-mix similarityView profile →
Logan Henry Fairchild, DO
Anesthesiology · West Reading, PA
Shared published services1 shared services · view billing descriptions
15%Service-mix similarityView profile →
Karen Swavely Troxell, M.D.
Anesthesiology · West Reading, PA
Shared published services1 shared services · view billing descriptions
12%Service-mix similarityView profile →
Michael Scott Robinson, DO
Anesthesiology · West Reading, PA
Shared published services1 shared services · view billing descriptions
11%Service-mix similarityView profile →
Keith Alan Minnich, MD
Anesthesiology · West Reading, PA
Shared published services1 shared services · view billing descriptions
9%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.