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Compare the published Medicare service mix of Mohannad Jabbari, M.D. with clinicians in the same registry specialty: Hospitalist (CMS).

RESTON, VA · 10 milesEdit location
Within 10 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 · 44 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Anju L Singhal, M.D.

Critical Care (Intensivists) · Internal Medicine · Pediatric Medicine · Pulmonary Disease (CMS) · Falls Church, VA

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)
34%Service-mix similarity~7.0 milesView profile →

Osman Malik, MD

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Falls Church, VA

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)
30%Service-mix similarity~7.0 milesView profile →

Tiffany B Ghafouri, M.D.

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Falls Church, VA

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)
30%Service-mix similarity~7.0 milesView profile →

Christopher A Thomas, M.D.

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Falls Church, VA

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 similarity~7.0 milesView profile →

Ellen Clarke Vaughey, MD

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Annandale, VA

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)
28%Service-mix similarity~7.1 milesView profile →

Eyad Mohammad Abu-Hamda, M.D.P.C.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Fairfax, VA

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)
26%Service-mix similarity~3.7 milesView profile →

Oksana A Shlobin, MD

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Falls Church, VA

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 similarity~7.0 milesView profile →

Mohit Kapoor, MD

Critical Care (Intensivists) · Internal Medicine · Nephrology (CMS) · Fairfax, VA

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)
23%Service-mix similarity~4.0 milesView profile →

Matthew David Williams, MD

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Annandale, VA

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)
22%Service-mix similarity~7.1 milesView profile →

Adlah Sukkar, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Annandale, VA

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)
21%Service-mix similarity~7.1 milesView profile →

Duy Kevin Duong, DO

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Falls Church, VA

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 similarity~7.0 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.