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Similar work.
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Compare the published Medicare service mix of Melissa Mary Musec, M.D. with clinicians in the same registry specialty: Psychiatry.

CHICAGO, IL · Exact areaEdit location

2024 published service data · 172 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Kelsey Jordan Frain, APRN

Psychiatry · Chicago, IL

Shared published services
3 shared services · view billing descriptions
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
  • Subsequent nursing facility care with high level of medical decision making, per day, if using time, at least 45 minutes (99310)
  • Psychiatric diagnostic evaluation with medical services (90792)
78%Service-mix similarityView profile →

Jack N Powitz, MD

Psychiatry · Chicago, IL

Shared published services
3 shared services · view billing descriptions
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
  • Subsequent nursing facility care with high level of medical decision making, per day, if using time, at least 45 minutes (99310)
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
71%Service-mix similarityView profile →

Jamie Fyda, MD

Psychiatry · Chicago, IL

Shared published services
2 shared services · view billing descriptions
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
54%Service-mix similarityView profile →

Shephali Patel, M.D.

Psychiatry · Chicago, IL

Shared published services
3 shared services · view billing descriptions
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
  • Subsequent nursing facility care with high level of medical decision making, per day, if using time, at least 45 minutes (99310)
  • Psychiatric diagnostic evaluation with medical services (90792)
50%Service-mix similarityView profile →

Krushen Pillay, D.O.

Psychiatry · Chicago, IL

Shared published services
3 shared services · view billing descriptions
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
  • Psychiatric diagnostic evaluation with medical services (90792)
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
47%Service-mix similarityView profile →

Ofelia Martha Ionescu, MD

Psychiatry · Chicago, IL

Shared published services
3 shared services · view billing descriptions
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
  • Psychiatric diagnostic evaluation with medical services (90792)
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
46%Service-mix similarityView profile →

Jacob Fyda, MD

Psychiatry · Chicago, IL

Shared published services
3 shared services · view billing descriptions
  • Subsequent nursing facility care with moderate level of medical decision making, per day, if using time, at least 30 minutes (99309)
  • Psychiatric diagnostic evaluation with medical services (90792)
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
40%Service-mix similarityView profile →

Andrew Christopher New, M.D.

Psychiatry · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Psychiatric diagnostic evaluation with medical services (90792)
39%Service-mix similarityView profile →

Adam Stivala, MD

Psychiatry · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Psychiatric diagnostic evaluation with medical services (90792)
39%Service-mix similarityView profile →

John Vincent Lacci, MD

Psychiatry · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Psychiatric diagnostic evaluation with medical services (90792)
39%Service-mix similarityView profile →

Jolly C Anand, MD

Psychiatry · Chicago, IL

Shared published services
1 shared services · view billing descriptions
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
39%Service-mix similarityView profile →

Raja Singh Gill, MD

Psychiatry · Chicago, IL

Shared published services
2 shared services · view billing descriptions
  • Psychiatric diagnostic evaluation with medical services (90792)
  • Subsequent nursing facility care with straightforward level of medical decision making, per day, if using time, 20 minutes or more (99308)
35%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.