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Compare the published Medicare service mix of Akhil Khosla, M.D. with clinicians in the same registry specialty: Critical Care (Intensivists) · Pulmonary Disease (CMS).

NORWALK, CT · Exact areaEdit location

2024 published service data · 11 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Hira Bakhtiar, MD

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Norwalk, CT

Shared published services
2 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 35 minutes (99232)
50%Service-mix similarityView profile →

Zubin Bham, M.D.

Internal Medicine · Pulmonary Disease (CMS) · Norwalk, CT

Shared published services
2 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 35 minutes (99232)
49%Service-mix similarityView profile →

Ming-Ming Lee, M.D.

Pulmonary Disease (CMS) · Norwalk, CT

Shared published services
3 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 35 minutes (99232)
  • Initial hospital care with straightforward or low level of medical decision making, per day, if using time, at least 40 minutes (99221)
47%Service-mix similarityView profile →

Elyana Matayeva, D.O.

Pulmonary Disease (CMS) · Norwalk, CT

Shared published services
3 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 35 minutes (99232)
  • Emergent insertion of breathing tube into windpipe using an endoscope (31500)
37%Service-mix similarityView profile →

Christopher Edward Manfredi, DO

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Norwalk, CT

Shared published services
2 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 35 minutes (99232)
34%Service-mix similarityView profile →

Ian D Weir, D.O.

Critical Care (Intensivists) · Pulmonary Disease · Sleep Medicine (CMS) · Norwalk, CT

Shared published services
2 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 35 minutes (99232)
33%Service-mix similarityView profile →

Joanna Louise Moore, MD

Pulmonary Disease (CMS) · Norwalk, CT

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
32%Service-mix similarityView profile →

Jonathan Fine, MD

Specialty details in registry · Norwalk, CT

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 35 minutes (99232)
30%Service-mix similarityView profile →

Caroline Paula Kurtz, MD

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Norwalk, CT

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 35 minutes (99232)
11%Service-mix similarityView profile →

Sandra K. Wainwright, MD

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Norwalk, CT

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low level of medical decision making, per day, if using time, at least 40 minutes (99221)
6%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.