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Similar work.
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Compare the published Medicare service mix of Ceon Kang, D.O with clinicians in the same registry specialty: Internal Medicine.

SIERRA VISTA, AZ · Exact areaEdit location

2024 published service data · 22 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Jessica Ivy Chang

Internal Medicine · Sierra Vista, AZ

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Advance care planning, first 30 minutes (99497)
95%Service-mix similarityView profile →

Atef Adel Elami, MD

Internal Medicine · Sierra Vista, AZ

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Advance care planning, first 30 minutes (99497)
87%Service-mix similarityView profile →

Omar Waheed, D.O

Internal Medicine · Sierra Vista, AZ

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Advance care planning, first 30 minutes (99497)
86%Service-mix similarityView profile →

Maxim Fayez Kamal Abu Joudeh, MD

Internal Medicine · Sierra Vista, AZ

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Advance care planning, first 30 minutes (99497)
65%Service-mix similarityView profile →

Hussam Fuad Eid Al-Jawaldeh, MD

Internal Medicine · Sierra Vista, AZ

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Advance care planning, first 30 minutes (99497)
54%Service-mix similarityView profile →

Ricardo Dias Goncalves Spaid, MD

Internal Medicine · Sierra Vista, AZ

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Advance care planning, first 30 minutes (99497)
51%Service-mix similarityView profile →

Andrew Tang, DO

Internal Medicine · Sierra Vista, AZ

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Advance care planning, first 30 minutes (99497)
49%Service-mix similarityView profile →

Ammad Raina

Internal Medicine · Sierra Vista, AZ

Shared published services
2 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
  • Advance care planning, first 30 minutes (99497)
41%Service-mix similarityView profile →

Amanda Joy Meyer, DO

Internal Medicine · Sierra Vista, AZ

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
35%Service-mix similarityView profile →

Matthew Parker, DO

Internal Medicine · Sierra Vista, AZ

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
35%Service-mix similarityView profile →

James Mar, DO

Internal Medicine · Sierra Vista, AZ

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
30%Service-mix similarityView profile →

Mohammad Ali Hasan Hudeeb, M.D.

Internal Medicine · Sierra Vista, AZ

Shared published services
1 shared services · view billing descriptions
  • Initial hospital care with moderate level of medical decision making, if using time, at least 75 minutes (99223)
30%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.