Andrew Michael Smith, MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
93%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Muhammad Ijlal Khan, MD with clinicians in the same registry specialty: Critical Care (Intensivists) · Pulmonary Disease (CMS).
LEXINGTON, KY · Exact areaEdit location
2024 published service data · 43 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Dorothy Mccord Maes, MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
79%Service-mix similarityView profile →
Kaitlyn Shrake, MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
78%Service-mix similarityView profile →
Moayad Al-Sona', MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
77%Service-mix similarityView profile →
Parijat Sen, M.D.
Internal Medicine (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
75%Service-mix similarityView profile →
Mehdi Khosravi, M.D.
Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
73%Service-mix similarityView profile →
Michael Francis Powers, M.D.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
72%Service-mix similarityView profile →
Ibrahim Shahoub, MD
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
72%Service-mix similarityView profile →
Eliseo Antonio Colon-Carreras, MD
Internal Medicine · Pulmonary Disease (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
70%Service-mix similarityView profile →
Jason Ballengee, D.O.
Critical Care (Intensivists) · Pulmonary Disease (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
61%Service-mix similarityView profile →
Donna Clay Gerhardstein, MD
Critical Care (Intensivists) (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
60%Service-mix similarityView profile →
Majdi Lagili Al Dliw, M.D
Pulmonary Disease (CMS) · Lexington, KY
Shared published services3 shared services · view billing descriptions
60%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.