A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Daisy Zhu, MD with clinicians in the same registry specialty: Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS).

GRAND RAPIDS, MI · Exact areaEdit location

2024 published service data · 19 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Ashley Marie Scott, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
62%Service-mix similarityView profile →

Anupam Kumar

Internal Medicine · Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
47%Service-mix similarityView profile →

Ryan J Hadley, M. D.

Internal Medicine · Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
38%Service-mix similarityView profile →

Anna Conterato, MD

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
34%Service-mix similarityView profile →

Paul D Harris, DO

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
33%Service-mix similarityView profile →

Gayathri Sathiyamoorthy, M.D

Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
32%Service-mix similarityView profile →

Sherry Kuo, DO

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
29%Service-mix similarityView profile →

Marykay Lehman, M.D.

Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
28%Service-mix similarityView profile →

Gustavo Cumbo-Nacheli

Internal Medicine · Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
27%Service-mix similarityView profile →

Eric Geiser, MD

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
25%Service-mix similarityView profile →

Kathryn Kleaveland, M.D.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
24%Service-mix similarityView profile →

Matthew Karulf, M.D.

Pulmonary Disease (CMS) · Grand Rapids, MI

Shared published services
1 shared services · view billing descriptions
  • Subsequent hospital care with moderate levelof medical decision making, if using time, at least 50 minutes (99233)
24%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.