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Risk scores are statistical indicators based on prescribing patterns compared to specialty peers. They are NOT allegations of fraud, misconduct, or improper care. Many legitimate medical reasons can explain outlier prescribing.

Read our methodology →

Zoe LiuM.D.

Internal Medicine · New York, NY 10002

NPI: 1386719599

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17

🟡 Moderate

Risk Flags

High antipsychotic prescribing (65+)Extreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

24,514

Total Claims

$2.9M

Drug Cost

752

Beneficiaries

$3,922

Cost/Patient

Risk Score Breakdown 17/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
High fills per patient+5

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

+178%

Cost per patient vs peers

$3,922 vs $1,411 avg

+28%

Brand preference vs peers

13.6% vs 10.6% avg

Brand vs Generic

86% generic

Brand: 3,294 claims · $2.4M

Generic: 20,930 claims · $502K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Icosapent Ethyl731$410K
Tenofovir Alafenamide164$274K
Dapagliflozin Propanediol277$261K
Dulaglutide125$154K
Empagliflozin/Metformin Hcl181$146K
Denosumab75$130K
Empagliflozin125$124K
Sitagliptin Phosphate141$117K
Rivaroxaban106$102K
Linaclotide103$85K
Lipase/Protease/Amylase44$76K
Dapaglifloz Propaned/Metformin70$72K
Budesonide/Formoterol Fumarate113$62K
Budesonide/Glycopyr/Formoterol49$41K
Sitagliptin Phos/Metformin Hcl47$40K

Prescribing Profile

155

Unique Drugs

$634K

IRA Negotiated Drugs

$154K

GLP-1 Drugs

17.0

Anomaly Score

Patient Profile

73

Avg Age

52%

Female

0.97

Avg Risk Score

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Data from CMS Medicare Part D Prescriber Public Use File, 2023. Risk scores are statistical indicators, not allegations of wrongdoing.Methodology · About · Dispute this data