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Similar work.
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Compare the published Medicare service mix of Stephanie Y. Le, M.D. with clinicians in the same registry specialty: Family Medicine.

SAN FRANCISCO, CA · Exact areaEdit location

2024 published service data · 191 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Robert M. Franklin, MD

Family Medicine · San Francisco, CA

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with high level of medical decision making, if using time, 40 minutes or more (99215)
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Administration of influenza virus vaccine (G0008)
88%Service-mix similarityView profile →

Suzannah Elizabeth Stout, MD

Family Medicine · San Francisco, CA

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with high level of medical decision making, if using time, 40 minutes or more (99215)
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Administration of influenza virus vaccine (G0008)
83%Service-mix similarityView profile →

Marianna Kong, M.D.

Family Medicine · San Francisco, CA

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with high level of medical decision making, if using time, 40 minutes or more (99215)
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Administration of influenza virus vaccine (G0008)
81%Service-mix similarityView profile →

Angela K. Miller, MD

Family Medicine · San Francisco, CA

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)
  • Administration of influenza virus vaccine (G0008)
  • Admn sarscov2 vacc 1 dose (90480)
74%Service-mix similarityView profile →

Irene Ly, MD

Family Medicine · San Francisco, CA

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)
  • Administration of influenza virus vaccine (G0008)
  • Admn sarscov2 vacc 1 dose (90480)
72%Service-mix similarityView profile →

Keith Wayne Seidel, MD

Family Medicine · San Francisco, CA

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)
  • Administration of influenza virus vaccine (G0008)
  • Admn sarscov2 vacc 1 dose (90480)
69%Service-mix similarityView profile →

Jonathan L. Barash, MD

Family Medicine · San Francisco, CA

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)
  • Administration of influenza virus vaccine (G0008)
  • Admn sarscov2 vacc 1 dose (90480)
68%Service-mix similarityView profile →

Andrea Grosz

Family Medicine · San Francisco, CA

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)
  • Administration of influenza virus vaccine (G0008)
  • Admn sarscov2 vacc 1 dose (90480)
61%Service-mix similarityView profile →

Alexis Ann Williams, MD

Family Medicine · San Francisco, CA

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)
  • Administration of influenza virus vaccine (G0008)
  • Admn sarscov2 vacc 1 dose (90480)
60%Service-mix similarityView profile →

Arlene Vazquez, M.D.

Family Medicine · San Francisco, CA

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with high level of medical decision making, if using time, 40 minutes or more (99215)
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Administration of influenza virus vaccine (G0008)
59%Service-mix similarityView profile →

Catherine Jiam Seagren, M.D.

Family Medicine · San Francisco, CA

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with high level of medical decision making, if using time, 40 minutes or more (99215)
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Administration of influenza virus vaccine (G0008)
57%Service-mix similarityView profile →

Kira Levy, M.D.

Family Medicine · San Francisco, CA

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)
  • Administration of influenza virus vaccine (G0008)
  • Admn sarscov2 vacc 1 dose (90480)
53%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.