Caroline Sibel Altaras, PHD
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
100%Service-mix similarityView profile →
Similar work.
More providers to explore.
Compare the published Medicare service mix of Monica Tam Ly, PHD with clinicians in the same registry specialty: Clinical Psychologist (CMS).
BOSTON, MA · Exact areaEdit location
2024 published service data · 20 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Ginette Lafleche, PH.D.
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
99%Service-mix similarityView profile →
Buck Woo, PHD
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
90%Service-mix similarityView profile →
Margaret Mary Heffernan
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
86%Service-mix similarityView profile →
Deepti Putcha, PHD
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
86%Service-mix similarityView profile →
Rebecca England Amariglio, PHD
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
85%Service-mix similarityView profile →
Michael L Alosco, PHD
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
79%Service-mix similarityView profile →
Katelyn M Bourgea, PHD
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
77%Service-mix similarityView profile →
Deborah Green, PH.D.
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
77%Service-mix similarityView profile →
Nancy Peterson Moczynski, PH.D., ABPP-CN
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
66%Service-mix similarityView profile →
Nancy Kay Madigan, PH.D.
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
64%Service-mix similarityView profile →
Emma Lorraine Weizenbaum, PHD
Clinical Psychologist (CMS) · Boston, MA
Shared published services3 shared services · view billing descriptions
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.