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Compare the published Medicare service mix of Pervaiz Iqbal, MD with clinicians in the same registry specialty: Internal Medicine · Pulmonary Disease (CMS).

NY · Exact areaEdit location

2024 published service data · 500 eligible profiles compared. This search reached its 500-profile comparison limit, using NPI order. Narrow the location for a more focused comparison. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Aron Rubin, MD

Internal Medicine · Pulmonary Disease (CMS) · Brooklyn, NY

Shared published services
3 shared services · view billing descriptions
  • Test for allergy using allergenic extract (95004)
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Test to examine how well the lungs exchange gases (94729)
71%Service-mix similarityView profile →

Ali El Atat, M.D.

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Brooklyn, NY

Shared published services
3 shared services · view billing descriptions
  • Test for allergy using allergenic extract (95004)
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Test to examine how well the lungs exchange gases (94729)
62%Service-mix similarityView profile →

Benjamin Leeman

Internal Medicine · Pulmonary Disease (CMS) · Valley Stream, NY

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Test to examine how well the lungs exchange gases (94729)
  • Test to determine lung volumes using gas dilution or washout (94727)
59%Service-mix similarityView profile →

Richard Vincent Deluca, M.D.

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Bronx, NY

Shared published services
3 shared services · view billing descriptions
  • Test for allergy using allergenic extract (95004)
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Test to examine how well the lungs exchange gases (94729)
58%Service-mix similarityView profile →

Igor Chernyavskiy, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Brooklyn, NY

Shared published services
3 shared services · view billing descriptions
  • Test for allergy using allergenic extract (95004)
  • Test to examine how well the lungs exchange gases (94729)
  • Evaluation of use of breathing device (94664)
57%Service-mix similarityView profile →

Ernest Vomero, MD

Internal Medicine · Pulmonary Disease (CMS) · Huntington, NY

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Test to examine how well the lungs exchange gases (94729)
  • Evaluation of use of breathing device (94664)
56%Service-mix similarityView profile →

Joerel Marcelo Ramos, MD

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Bronx, NY

Shared published services
3 shared services · view billing descriptions
  • Test for allergy using allergenic extract (95004)
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Test to examine how well the lungs exchange gases (94729)
56%Service-mix similarityView profile →

George Haralambou, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Oakland Gardens, NY

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Test to examine how well the lungs exchange gases (94729)
  • Test to determine lung volumes using gas dilution or washout (94727)
56%Service-mix similarityView profile →

Jai K Jalaj, MD

Internal Medicine · Pulmonary Disease (CMS) · Wappingers Falls, NY

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Test to examine how well the lungs exchange gases (94729)
  • Test to determine lung volumes using gas dilution or washout (94727)
56%Service-mix similarityView profile →

Wilfredo Talavera, M.D.

Internal Medicine · Pulmonary Disease (CMS) · New York, NY

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
56%Service-mix similarityView profile →

Christos Iakovou, M.D.

Pulmonary Disease (CMS) · Oakland Gardens, NY

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Test to examine how well the lungs exchange gases (94729)
  • Test to determine lung volumes using gas dilution or washout (94727)
56%Service-mix similarityView profile →

Maurice Alwaya, MD

Internal Medicine (CMS) · Brooklyn, NY

Shared published services
3 shared services · view billing descriptions
  • Test for allergy using allergenic extract (95004)
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Test to examine how well the lungs exchange gases (94729)
56%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.