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Compare the published Medicare service mix of Donna Woods with clinicians in the same registry specialty: Internal Medicine.

TUCSON, AZ · Exact areaEdit location

2024 published service data · 285 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Ahmed Mufeed Abed Abuawad

Internal Medicine · Tucson, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
49%Service-mix similarityView profile →

David W Silvestre, D.O

Internal Medicine · Tucson, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
49%Service-mix similarityView profile →

Mohamed Alfaris, MD

Internal Medicine · Tucson, AZ

Shared published services
1 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
42%Service-mix similarityView profile →

Manish Mansukhlal Shah, M.D.

Internal Medicine · Tucson, AZ

Shared published services
3 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
  • Emergency department visit with high level of medical decision making (99285)
  • Critical care, first 30-74 minutes (99291)
37%Service-mix similarityView profile →

Laura Ellen Meinke, MD

Internal Medicine · Tucson, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
32%Service-mix similarityView profile →

Anas Elkheder, MD

Internal Medicine · Tucson, AZ

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

Sean Trinh

Internal Medicine · Tucson, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
28%Service-mix similarityView profile →

Franz Rischard, DO

Internal Medicine · Tucson, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
25%Service-mix similarityView profile →

Matthew G Heinz, M.D.

Internal Medicine · Tucson, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
25%Service-mix similarityView profile →

Emad Hammode

Internal Medicine · Tucson, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
19%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.