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Compare the published Medicare service mix of Carlos Kim with clinicians in the same registry specialty: Family Practice · Hospitalist (CMS).

PATCHOGUE, NY · 25 milesEdit location
Within 25 miles · Approximate ZIP-area distance

Approximate straight-line distances between ZIP-area centers; a city search starts from the average of its ZIP centers. Uses the primary reported practice ZIP, not an exact office address or driving distance. Records without matched coordinates are excluded. How distance works

2024 published service data · 38 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Vasileios Kostaras, MD

General Surgery (CMS) · Stony Brook, NY

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)
83%Service-mix similarity~13.9 milesView profile →

Maria R Barry, DO

Family Practice · Hospitalist (CMS) · Bay Shore, NY

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
75%Service-mix similarity~13.9 milesView profile →

Muhammad Mowahid Anwar

Hospitalist · Internal Medicine (CMS) · Stony Brook, NY

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
70%Service-mix similarity~13.9 milesView profile →

Minisha Lohani, DO

Hospitalist · Internal Medicine (CMS) · Stony Brook, NY

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
66%Service-mix similarity~13.9 milesView profile →

Catherine Chavez Miranda, M.D.

Internal Medicine · Nephrology (CMS) · Stony Brook, NY

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
65%Service-mix similarity~13.9 milesView profile →

Jacob Cho, MD

Hospitalist · Internal Medicine (CMS) · Stony Brook, NY

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
61%Service-mix similarity~13.9 milesView profile →

Marshall Curtis Miller, M.D. PHD

Hospitalist · Internal Medicine (CMS) · Stony Brook, NY

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)
59%Service-mix similarity~13.9 milesView profile →

Abdurrahman Zeyd Ozgur

Hospitalist (CMS) · Stony Brook, NY

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)
47%Service-mix similarity~13.9 milesView profile →

Kristine Hanni Jang, D.O.

Advanced Heart Failure And Transplant Cardiology (CMS) · Stony Brook, NY

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
41%Service-mix similarity~13.9 milesView profile →

Marissa Ciuffo

Cardiovascular Disease (Cardiology) · Internal Medicine (CMS) · Stony Brook, NY

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
38%Service-mix similarity~13.9 milesView profile →

Diana Yu

Endocrinology · Internal Medicine (CMS) · Stony Brook, NY

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
35%Service-mix similarity~13.9 milesView profile →

Leyla Gasimli-Gamache, D.O.

Cardiovascular Disease (Cardiology) · Internal Medicine (CMS) · Stony Brook, NY

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)
24%Service-mix similarity~13.9 milesView 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 approximate distance 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.