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Compare the published Medicare service mix of Miguel Arturo Paniagua, M.D. with clinicians in the same registry specialty: Geriatric Medicine · Hospice/Palliative Care · Internal Medicine (CMS).

PHILADELPHIA, PA · Exact areaEdit location

2024 published service data · 12 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Lindsay Kim Haines

Hospice/Palliative Care (CMS) · Philadelphia, PA

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
64%Service-mix similarityView profile →

Laura Elizabeth Dingfield, M.D.

Hospice/Palliative Care · Internal Medicine (CMS) · Philadelphia, PA

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
60%Service-mix similarityView profile →

Vincent J Vanston, M.D.

Hospice/Palliative Care · Internal Medicine (CMS) · Philadelphia, PA

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
52%Service-mix similarityView profile →

Niharika Ganta, MD

Geriatric Medicine · Hospice/Palliative Care · Hospitalist · Internal Medicine (CMS) · Philadelphia, PA

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
50%Service-mix similarityView profile →

Mary S Kraemer, MD

Hospice/Palliative Care · Internal Medicine (CMS) · Philadelphia, PA

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
37%Service-mix similarityView profile →

Jordan Emerson Stone, MD

Hospice/Palliative Care (CMS) · Philadelphia, PA

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
33%Service-mix similarityView profile →

Michael Rubinson

Internal Medicine (CMS) · Philadelphia, PA

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
32%Service-mix similarityView profile →

Margaret Kreher, MD

Hospice/Palliative Care · Internal Medicine (CMS) · Philadelphia, PA

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with straightforward or low-level medical decision making, if using time, at least 55 minutes (99222)
32%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.