Kathryn Shrift, MD
Dermatology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
89%Service-mix similarity~25.0 milesView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Minati D Swofford with clinicians in the same registry specialty: Dermatology.
ANDERSON, IN · 25 milesEdit location
Within 25 miles · Approximate ZIP-area distance
Approximate straight-line distances between ZIP-area centers; a city search starts from the average of its ZIP centers. Uses the primary reported practice ZIP, not an exact office address or driving distance. Records without matched coordinates are excluded. How distance works
2024 published service data · 23 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Priya K Young, MD
Dermatology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
88%Service-mix similarity~25.0 milesView profile →
Michael Joseph Isaacs, M.D.
Dermatology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
87%Service-mix similarity~25.0 milesView profile →
Christy Lynn Nebesio, M.D.
Dermatology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
83%Service-mix similarity~25.0 milesView profile →
Lori Jacquemin Sanford, M.D.
Dermatology · Greenfield, IN
Shared published services3 shared services · view billing descriptions
82%Service-mix similarity~23.3 milesView profile →
Kathleen Hanover, M.D.
Dermatology · Fishers, IN
Shared published services3 shared services · view billing descriptions
81%Service-mix similarity~18.3 milesView profile →
Benjamin Markus Farthing, DO, PHARMD
Dermatology · Noblesville, IN
Shared published services3 shared services · view billing descriptions
81%Service-mix similarity~18.1 milesView profile →
Kate Oberlin
Dermatology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
80%Service-mix similarity~25.0 milesView profile →
Elizabeth Anne Peacock, M.D.
Dermatology · Muncie, IN
Shared published services3 shared services · view billing descriptions
80%Service-mix similarity~17.5 milesView profile →
Scott A Fretzin, M.D.
Dermatology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
79%Service-mix similarity~25.0 milesView profile →
Christine A Kuhn, M.D.
Dermatology · Fishers, IN
Shared published services3 shared services · view billing descriptions
79%Service-mix similarity~18.3 milesView profile →
Tori Nicole Diedring, DO
Dermatology · Indianapolis, IN
Shared published services3 shared services · view billing descriptions
79%Service-mix similarity~25.0 milesView 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 approximate distance 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.