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Compare the published Medicare service mix of Armando Villanueva Ramos, MD with clinicians in the same registry specialty: General Practice (CMS).

MIAMI, FL · Exact areaEdit location

2024 published service data · 71 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Rafael Cartaya, MD

Family Practice (CMS) · Miami, FL

Shared published services
3 shared services · view billing descriptions
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
  • Initial nursing facility care with high level of medical decision making, per day, if using time, 50 minutes or more (99306)
71%Service-mix similarityView profile →

Carlos Orestes Rodriguez, MD

General Practice (CMS) · Miami, FL

Shared published services
3 shared services · view billing descriptions
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
  • Initial nursing facility care with high level of medical decision making, per day, if using time, 50 minutes or more (99306)
65%Service-mix similarityView profile →

Katherine Elysse Negreira

Specialty details in registry · Miami, FL

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)
49%Service-mix similarityView profile →

Alfredo Jorge Melgar, MD

Internal Medicine (CMS) · Miami, FL

Shared published services
2 shared services · view billing descriptions
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
44%Service-mix similarityView profile →

Jorge L Acosta, MD

General Practice (CMS) · Miami, FL

Shared published services
1 shared services · view billing descriptions
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
44%Service-mix similarityView profile →

Gustavo Martinez Tapia, MD

Family Practice (CMS) · Miami, FL

Shared published services
1 shared services · view billing descriptions
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
29%Service-mix similarityView profile →

Geisha Olga Garcia-Saez, MD

Family Practice (CMS) · Miami, FL

Shared published services
1 shared services · view billing descriptions
  • Transitional care management services for problem of high complexity (99496)
12%Service-mix similarityView profile →

Amanda Perez, M.D.

General Practice (CMS) · Miami, FL

Shared published services
1 shared services · view billing descriptions
  • Transitional care management services for problem of high complexity (99496)
11%Service-mix similarityView profile →

Juan Carlos Moises Gutierrez, MD

General Practice (CMS) · Miami, FL

Shared published services
1 shared services · view billing descriptions
  • Transitional care management services for problem of high complexity (99496)
11%Service-mix similarityView profile →

Rafael Perez Gonzalez, MD

Family Practice · General Practice (CMS) · Miami, FL

Shared published services
1 shared services · view billing descriptions
  • Transitional care management services for problem of high complexity (99496)
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.