A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Bardya Mostafavi Naeini with clinicians in the same registry specialty: Family Medicine.

FLORENCE, AL · Exact areaEdit location

2024 published service data · 14 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Jeana Wallin Nunley, FNP-C

Family Medicine · Florence, AL

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with moderate level of medical decision making (99284)
  • Emergency department visit with high level of medical decision making (99285)
  • Emergency department visit with low level of medical decision making (99283)
59%Service-mix similarityView profile →

Matthew Tyler Melson, D.O.

Family Medicine · Florence, AL

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with moderate level of medical decision making (99284)
  • Emergency department visit with high level of medical decision making (99285)
  • Emergency department visit with low level of medical decision making (99283)
58%Service-mix similarityView profile →

Jeffrey Allan Defoor, M.D.

Family Medicine · Florence, AL

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with moderate level of medical decision making (99284)
  • Emergency department visit with high level of medical decision making (99285)
  • Emergency department visit with low level of medical decision making (99283)
47%Service-mix similarityView profile →

Jacqueline Kate Mcgee Sneed, MD

Family Medicine · Florence, AL

Shared published services
2 shared services · view billing descriptions
  • Emergency department visit with moderate level of medical decision making (99284)
  • Emergency department visit with high level of medical decision making (99285)
44%Service-mix similarityView profile →

Andrew Tiler Williams, DO

Family Medicine · Florence, AL

Shared published services
1 shared services · view billing descriptions
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
26%Service-mix similarityView profile →

Timothy Dale Ashley, M.D.

Family Medicine · Florence, AL

Shared published services
2 shared services · view billing descriptions
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
  • Annual wellness visit, includes a personalized prevention plan of service (pps), subsequent visit (G0439)
20%Service-mix similarityView profile →

Nicholas Darby, MD, FAAFP

Family Medicine · Florence, AL

Shared published services
1 shared services · view billing descriptions
  • Annual wellness visit, includes a personalized prevention plan of service (pps), subsequent visit (G0439)
10%Service-mix similarityView profile →

Timothy Dale Ashley, M.D.

Family Medicine · Florence, AL

Shared published services
1 shared services · view billing descriptions
  • Annual wellness visit, includes a personalized prevention plan of service (pps), subsequent visit (G0439)
5%Service-mix similarityView profile →

Charles Edward Moore, M.D.

Family Medicine · Florence, AL

Shared published services
1 shared services · view billing descriptions
  • Annual wellness visit, includes a personalized prevention plan of service (pps), subsequent visit (G0439)
5%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.