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

CHANDLER, AZ · Exact areaEdit location

2024 published service data · 18 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Ahmad Nazih Chebbo, MD

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Chandler, AZ

Shared published services
2 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
87%Service-mix similarityView profile →

Daniel T Lyman, D.O.

Critical Care (Intensivists) · Emergency Medicine (CMS) · Chandler, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
78%Service-mix similarityView profile →

Paul Schaefer, DO

Critical Care (Intensivists) (CMS) · Chandler, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
78%Service-mix similarityView profile →

Gary Thomas Nagamoto, M.D.

Specialty details in registry · Chandler, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
67%Service-mix similarityView profile →

Francis Michael Maguire, D.O.

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Chandler, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
66%Service-mix similarityView profile →

Daniel Kyongsoo Yu

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Chandler, AZ

Shared published services
2 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
65%Service-mix similarityView profile →

Kristopher Richard Roach, M.D.

Critical Care (Intensivists) · Internal Medicine (CMS) · Chandler, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
65%Service-mix similarityView profile →

Daniel A Belen, DO

Critical Care (Intensivists) · Pulmonary Disease (CMS) · Chandler, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
60%Service-mix similarityView profile →

Thomas William Marston, MD

Internal Medicine (CMS) · Chandler, AZ

Shared published services
2 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
59%Service-mix similarityView profile →

Jill Gualdoni, M.D.

Internal Medicine · Pulmonary Disease (CMS) · Chandler, AZ

Shared published services
2 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
59%Service-mix similarityView profile →

Lucas A Birmelin, M.D.

Critical Care (Intensivists) · Internal Medicine · Pulmonary Disease (CMS) · Chandler, AZ

Shared published services
1 shared services · view billing descriptions
  • Critical care, first 30-74 minutes (99291)
57%Service-mix similarityView profile →

Jack Henry Short, M.D.

Critical Care (Intensivists) · Internal Medicine (CMS) · Chandler, AZ

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