A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Juan Antonio Contreras, MD with clinicians in the same registry specialty: Internal Medicine · Rheumatology (CMS).

TX · Exact areaEdit location

2024 published service data · 384 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Mohammed Arif Ahmed, MD

Internal Medicine · Rheumatology (CMS) · Round Rock, TX

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
35%Service-mix similarityView profile →

Eleni Tiniakou, M.D.

Rheumatology (CMS) · Houston, TX

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
31%Service-mix similarityView profile →

Yuanteng Jeff Li, MD

Rheumatology (CMS) · Houston, TX

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
29%Service-mix similarityView profile →

Fatemeh Ezzati, M.D.

Internal Medicine · Rheumatology (CMS) · Dallas, TX

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
27%Service-mix similarityView profile →

Sarah Ali Kazzaz, M.D.

Internal Medicine · Rheumatology (CMS) · Humble, TX

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
27%Service-mix similarityView profile →

Kanika Monga, MD

Rheumatology (CMS) · Houston, TX

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
25%Service-mix similarityView profile →

Lily Anne Romero Karam, MD

Rheumatology (CMS) · Houston, TX

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
25%Service-mix similarityView profile →

Rogelio Eduardo Rojas, MD

Emergency Medicine · Internal Medicine (CMS) · Edinburg, TX

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

Filemon K Tan, M.D.

Rheumatology (CMS) · Houston, TX

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
17%Service-mix similarityView profile →

Mohammed Bari, M.D.

Rheumatology (CMS) · Sugar Land, TX

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
14%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.