HCPList Know more before you call. About
A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Mirna Bahij Ayache, MD with clinicians in the same registry specialty: Pulmonary Disease (CMS).

CLEVELAND, OH · Exact areaEdit location

2024 published service data · 107 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Anu Suri, MD

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
85%Service-mix similarityView profile →

Leslie Brandon Tolle, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
81%Service-mix similarityView profile →

Rodney J Folz, M.D., PH.D.

Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
80%Service-mix similarityView profile →

Kathrin Nicolacakis, MD

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
80%Service-mix similarityView profile →

Sumir Pandit, MD

Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
79%Service-mix similarityView profile →

Emily Pennington, MD

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
79%Service-mix similarityView profile →

John Daryl Thornton, MD, MPH

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
78%Service-mix similarityView profile →

Michael Ghobrial, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
78%Service-mix similarityView profile →

Safdar Ghayur Khan, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
77%Service-mix similarityView profile →

Alex Howard Gifford, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
76%Service-mix similarityView profile →

Paige Kathleen Marty

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
75%Service-mix similarityView profile →

Ahmed Muzhir Hussein, MD

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Cleveland, OH

Shared published services
3 shared services · view billing descriptions
  • Test to examine how well the lungs exchange gases (94729)
  • Test to measure expiratory airflow and volume changes before and after medication administration (94060)
  • Test to determine lung volumes using sensors (94726)
74%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.