A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Scott T Kelley, M.D. with clinicians in the same registry specialty: Internal Medicine.

BIRMINGHAM, AL · Exact areaEdit location

2024 published service data · 293 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Max Ronald Shiver, MD

Internal Medicine · Birmingham, AL

Shared published services
2 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Emergency department visit with moderate level of medical decision making (99284)
80%Service-mix similarityView profile →

Dale E. Trammell, M.D.

Internal Medicine · Birmingham, AL

Shared published services
2 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Emergency department visit with moderate level of medical decision making (99284)
77%Service-mix similarityView profile →

Bruce Wallace Brown, M.D.

Internal Medicine · Birmingham, AL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
20%Service-mix similarityView profile →

Johnny Miller Mckenzie, MD

Internal Medicine · Birmingham, AL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
18%Service-mix similarityView profile →

Edward M Levy, M.D.

Internal Medicine · Birmingham, AL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
17%Service-mix similarityView profile →

Nathan Howard Beasley

Internal Medicine · Birmingham, AL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
15%Service-mix similarityView profile →

Hugh Pinkney O'shields, MD

Internal Medicine · Birmingham, AL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
14%Service-mix similarityView profile →

Christopher Mcatee, MD

Internal Medicine · Birmingham, AL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
13%Service-mix similarityView profile →

Stephen Daniel Hull, D.O.

Internal Medicine · Birmingham, AL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
12%Service-mix similarityView profile →

Muhammad Bilal, MD

Internal Medicine · Birmingham, AL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
12%Service-mix similarityView profile →

Boris Faynberg

Internal Medicine · Birmingham, AL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
12%Service-mix similarityView profile →

Brytney Snow Cobia, M.D.

Internal Medicine · Birmingham, AL

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
12%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.