Matthew Crosby Rice, M.D.
Gastroenterology (CMS) · New Orleans, LA
Shared published services3 shared services · view billing descriptions
81%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Justin Barclay Roy, M.D. with clinicians in the same registry specialty: Gastroenterology · Internal Medicine (CMS).
NEW ORLEANS, LA · Exact areaEdit location
2024 published service data · 36 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Valli P. Kodali, M.D.
Gastroenterology (CMS) · New Orleans, LA
Shared published services3 shared services · view billing descriptions
76%Service-mix similarityView profile →
Sean E. Connolly, MD
Gastroenterology (CMS) · New Orleans, LA
Shared published services3 shared services · view billing descriptions
75%Service-mix similarityView profile →
Melissa Ann Spera, M.D.
Gastroenterology (CMS) · New Orleans, LA
Shared published services3 shared services · view billing descriptions
72%Service-mix similarityView profile →
James W Smith, MD
Gastroenterology · Internal Medicine (CMS) · New Orleans, LA
Shared published services3 shared services · view billing descriptions
66%Service-mix similarityView profile →
Reinaldo James Quevedo, M.D.
Gastroenterology · Internal Medicine (CMS) · New Orleans, LA
Shared published services3 shared services · view billing descriptions
65%Service-mix similarityView profile →
Arnab Ray, MD
Gastroenterology (CMS) · New Orleans, LA
Shared published services3 shared services · view billing descriptions
65%Service-mix similarityView profile →
Kayin Jeffers, MD
Gastroenterology · Internal Medicine (CMS) · New Orleans, LA
Shared published services2 shared services · view billing descriptions
64%Service-mix similarityView profile →
Robin Mary Staudinger
Gastroenterology · Internal Medicine (CMS) · New Orleans, LA
Shared published services3 shared services · view billing descriptions
60%Service-mix similarityView profile →
Vivek Ramesh Huilgol, MD
Internal Medicine (CMS) · New Orleans, LA
Shared published services3 shared services · view billing descriptions
59%Service-mix similarityView profile →
Monika Lammi, MD
Gastroenterology (CMS) · New Orleans, LA
Shared published services3 shared services · view billing descriptions
58%Service-mix similarityView profile →
Adrienne Adele Arbour Carona, MD
Gastroenterology (CMS) · New Orleans, LA
Shared published services3 shared services · view billing descriptions
57%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.