Sophia Rose O'brien, MD / Similar service patterns
A DIFFERENT WAY TO EXPLORE Similar work. More providers to explore. Compare the published Medicare service mix of Sophia Rose O'brien, MD with clinicians in the same registry specialty: Diagnostic Radiology (CMS).
PHILADELPHIA, PA · Exact area Edit location
2024 published service data · 332 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Diagnostic Radiology (CMS) · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Nuclear medicine study from skull base to mid-thigh with ct scan (78815) Fluorodeoxyglucose f-18 fdg, diagnostic, per study dose, up to 45 millicuries (A9552) Nuclear medicine study whole body with ct scan (78816) Diagnostic Radiology · Internal Medicine · Nuclear Medicine (CMS) · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Nuclear medicine study from skull base to mid-thigh with ct scan (78815) Fluorodeoxyglucose f-18 fdg, diagnostic, per study dose, up to 45 millicuries (A9552) Nuclear medicine study whole body with ct scan (78816) Diagnostic Radiology (CMS) · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Screening 3d breast mammography (77063) Screening mammography (77067) Diagnostic digital breast tomosynthesis, unilateral or bilateral (list separately in addition to 77065 or 77066) (G0279) Diagnostic Radiology (CMS) · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Screening 3d breast mammography (77063) Screening mammography (77067) Diagnostic digital breast tomosynthesis, unilateral or bilateral (list separately in addition to 77065 or 77066) (G0279) Diagnostic Radiology (CMS) · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Nuclear medicine study from skull base to mid-thigh with ct scan (78815) Screening 3d breast mammography (77063) Screening mammography (77067) Specialty details in registry · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Screening 3d breast mammography (77063) Screening mammography (77067) Diagnostic digital breast tomosynthesis, unilateral or bilateral (list separately in addition to 77065 or 77066) (G0279) Specialty details in registry · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Screening 3d breast mammography (77063) Screening mammography (77067) Diagnostic digital breast tomosynthesis, unilateral or bilateral (list separately in addition to 77065 or 77066) (G0279) Diagnostic Radiology (CMS) · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Screening 3d breast mammography (77063) Screening mammography (77067) Diagnostic digital breast tomosynthesis, unilateral or bilateral (list separately in addition to 77065 or 77066) (G0279) Diagnostic Radiology (CMS) · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Screening 3d breast mammography (77063) Screening mammography (77067) Diagnostic digital breast tomosynthesis, unilateral or bilateral (list separately in addition to 77065 or 77066) (G0279) Diagnostic Radiology (CMS) · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Screening 3d breast mammography (77063) Screening mammography (77067) Diagnostic digital breast tomosynthesis, unilateral or bilateral (list separately in addition to 77065 or 77066) (G0279) Diagnostic Radiology (CMS) · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Screening 3d breast mammography (77063) Screening mammography (77067) Diagnostic digital breast tomosynthesis, unilateral or bilateral (list separately in addition to 77065 or 77066) (G0279) Diagnostic Radiology (CMS) · Philadelphia, PA
Shared published services 3 shared services · view billing descriptions Screening 3d breast mammography (77063) Screening mammography (77067) Diagnostic digital breast tomosynthesis, unilateral or bilateral (list separately in addition to 77065 or 77066) (G0279) 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.