A DIFFERENT WAY TO EXPLORE

Similar work.
More providers to explore.

Compare the published Medicare service mix of Chunyen Liu, M.D. with clinicians in the same registry specialty: Internal Medicine.

SAINT CLOUD, MN · Exact areaEdit location

2024 published service data · 20 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.

Matthew Eric Emerson, MD

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
17%Service-mix similarityView profile →

Kelly Christine Hanson, DO

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
16%Service-mix similarityView profile →

Camelia S Florea, MD

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
15%Service-mix similarityView profile →

Patricia A Nee, MD

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
14%Service-mix similarityView profile →

Barbara J Bollinger, MD

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
13%Service-mix similarityView profile →

Jyh-Yau Tsaur, MD

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
13%Service-mix similarityView profile →

Trenton J Smolik, MD

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
13%Service-mix similarityView profile →

Shaun Fernandes, MD

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
13%Service-mix similarityView profile →

Thomas Walter, MD

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
11%Service-mix similarityView profile →

Dinesh Hindka, MBBS

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
11%Service-mix similarityView profile →

Thomas J Nardi, MD

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
10%Service-mix similarityView profile →

Abigail Leigh Taylor, MD

Internal Medicine · Saint Cloud, MN

Shared published services
1 shared services · view billing descriptions
  • Routine electrocardiogram (ecg) using at least 12 leads with interpretation and report only (93010)
9%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.