A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Jessica Ruffino, M.D. with clinicians in the same registry specialty: Emergency Medicine.

DETROIT, MI · Exact areaEdit location

2024 published service data · 301 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Rose Tian Kuo, M.D.

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Hospital discharge day management, more than 30 minutes (99239)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
98%Service-mix similarityView profile →

David John Ahee, M.D.

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Hospital discharge day management, more than 30 minutes (99239)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
96%Service-mix similarityView profile →

Crystal L Arthur, M.D.

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Hospital discharge day management, more than 30 minutes (99239)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
94%Service-mix similarityView profile →

Jennifer Nofar Boukouris, M.D.

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Hospital discharge day management, more than 30 minutes (99239)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
92%Service-mix similarityView profile →

Nicholas Peter Konowitz, MD

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Hospital discharge day management, more than 30 minutes (99239)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
88%Service-mix similarityView profile →

Shekyla Nicole Scott, M.D.

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
85%Service-mix similarityView profile →

Kevin Patrick Rooney, M.D.

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
85%Service-mix similarityView profile →

Emily Franckowiak, MD

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
84%Service-mix similarityView profile →

Amit J Patel, M.D.

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
81%Service-mix similarityView profile →

Caleb M Davis, M.D.

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Hospital discharge day management, more than 30 minutes (99239)
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
78%Service-mix similarityView profile →

Michelle Annette Wiener, M.D,

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
  • Critical care, first 30-74 minutes (99291)
78%Service-mix similarityView profile →

Justin Lee Bright, M.D.

Emergency Medicine · Detroit, MI

Shared published services
3 shared services · view billing descriptions
  • Emergency department visit with high level of medical decision making (99285)
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
  • Critical care, first 30-74 minutes (99291)
77%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.