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Compare the published Medicare service mix of John F Villa, MD with clinicians in the same registry specialty: Emergency Medicine.

WEST PALM BEACH, FL · Exact areaEdit location

2024 published service data · 24 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Hina Patel, DO

Emergency Medicine · West Palm Beach, FL

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)
45%Service-mix similarityView profile →

Pamela Houri, MD

Emergency Medicine · West Palm Beach, FL

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)
45%Service-mix similarityView profile →

Ian Russinoff, MD

Emergency Medicine · West Palm Beach, FL

Shared published services
3 shared services · view billing descriptions
  • Insertion of needle into vein for collection of blood sample (36415)
  • Established patient office or other outpatient visit with straightforward medical decision making, if using time, 10 minutes or more (99212)
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
42%Service-mix similarityView profile →

Lawrence Smith, DO

Emergency Medicine · West Palm Beach, FL

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)
42%Service-mix similarityView profile →

Whitney Winslow

Emergency Medicine · West Palm Beach, FL

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)
40%Service-mix similarityView profile →

Cyril A. Morello, MD

Emergency Medicine · West Palm Beach, FL

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)
39%Service-mix similarityView profile →

Vanessa Vasquez, M.D.

Emergency Medicine · West Palm Beach, FL

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)
39%Service-mix similarityView profile →

Christopher Cameron Mcdow, D.O.

Emergency Medicine · West Palm Beach, FL

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)
39%Service-mix similarityView profile →

Adam Goldstone, M.D.

Emergency Medicine · West Palm Beach, FL

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)
39%Service-mix similarityView profile →

David Bojan, M.D.

Emergency Medicine · West Palm Beach, FL

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)
39%Service-mix similarityView profile →

Mehdy Yavari, DO

Emergency Medicine · West Palm Beach, FL

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)
38%Service-mix similarityView profile →

Megan Malgorzata Kwasniak, M.D.

Emergency Medicine · West Palm Beach, FL

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)
38%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.