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Compare the published Medicare service mix of Aya Rifai, MD with clinicians in the same registry specialty: Internal Medicine.

ROCHESTER HILLS, MI · Exact areaEdit location

2024 published service data · 43 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Deepali Jain, MD

Internal Medicine · Rochester Hills, MI

Shared published services
2 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Insertion of needle into vein for collection of blood sample (36415)
46%Service-mix similarityView profile →

Laith Nafil Mohsin Al-Janabi, MD

Internal Medicine · Rochester Hills, MI

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Injection of drug or substance under skin or into muscle (96372)
  • Insertion of needle into vein for collection of blood sample (36415)
46%Service-mix similarityView profile →

Shailaja Rastogi, M.D.

Internal Medicine · Rochester Hills, MI

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Injection of drug or substance under skin or into muscle (96372)
  • Insertion of needle into vein for collection of blood sample (36415)
45%Service-mix similarityView profile →

Sudha N. Purohit, M.D.

Internal Medicine · Rochester Hills, MI

Shared published services
2 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Insertion of needle into vein for collection of blood sample (36415)
45%Service-mix similarityView profile →

Fadi Demashkieh, MD

Internal Medicine · Rochester Hills, MI

Shared published services
2 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Injection of drug or substance under skin or into muscle (96372)
43%Service-mix similarityView profile →

Shafiqul Alam, MD

Internal Medicine · Rochester Hills, MI

Shared published services
2 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Injection of drug or substance under skin or into muscle (96372)
43%Service-mix similarityView profile →

Nashwan Y Yousif, MD

Internal Medicine · Rochester Hills, MI

Shared published services
2 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Injection of drug or substance under skin or into muscle (96372)
42%Service-mix similarityView profile →

Walter Harry Culver, M.D.

Internal Medicine · Rochester Hills, MI

Shared published services
2 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Injection of drug or substance under skin or into muscle (96372)
41%Service-mix similarityView profile →

Amarbir Singh Khaira, M.D.

Internal Medicine · Rochester Hills, MI

Shared published services
2 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Insertion of needle into vein for collection of blood sample (36415)
40%Service-mix similarityView profile →

Brittany Derra, D.O.

Internal Medicine · Rochester Hills, MI

Shared published services
3 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Injection of drug or substance under skin or into muscle (96372)
  • Insertion of needle into vein for collection of blood sample (36415)
39%Service-mix similarityView profile →

Namir Yousif Stephan, M.D.

Internal Medicine · Rochester Hills, MI

Shared published services
2 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Insertion of needle into vein for collection of blood sample (36415)
39%Service-mix similarityView profile →

Katherine Paige Griese, MD

Internal Medicine · Rochester Hills, MI

Shared published services
2 shared services · view billing descriptions
  • Established patient office or other outpatient visit with moderate level of decision making, if using time, 30 minutes or more (99214)
  • Insertion of needle into vein for collection of blood sample (36415)
39%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.