A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Lukman Ali Hassan, MD with clinicians in the same registry specialty: Internal Medicine (CMS).

STONY BROOK, NY · Exact areaEdit location

2024 published service data · 9 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Abigail Chua, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Stony Brook, NY

Shared published services
2 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
  • Emergent insertion of breathing tube into windpipe using an endoscope (31500)
35%Service-mix similarityView profile →

Alexandra Haw, M.D.

Pulmonary Disease (CMS) · Stony Brook, NY

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
35%Service-mix similarityView profile →

Brittany Michelle Bass, MD

Pulmonary Disease (CMS) · Stony Brook, NY

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
25%Service-mix similarityView profile →

Krystal Rexanne Alexander

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Stony Brook, NY

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
22%Service-mix similarityView profile →

Asem H Qadeer, MD

Internal Medicine (CMS) · Stony Brook, NY

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
21%Service-mix similarityView profile →

Ewa Rakowski, MD

Internal Medicine · Pulmonary Disease (CMS) · Stony Brook, NY

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
21%Service-mix similarityView profile →

Jane Moon, DO

Pulmonary Disease (CMS) · Stony Brook, NY

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
20%Service-mix similarityView profile →

Alpa G Desai, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Stony Brook, NY

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
16%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.