⚠️

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 →

Tri-Dung HoangM.D.

Internal Medicine · Sacramento, CA 95823

NPI: 1043268014

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24

🟡 Moderate

ML Fraud Detection Score: 84%

Machine learning model identifies prescribing patterns consistent with confirmed fraud cases. This is a statistical indicator, not an accusation.

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Risk Flags

High antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

36,981

Total Claims

$4.9M

Drug Cost

1,555

Beneficiaries

$3,176

Cost/Patient

Risk Score Breakdown 24/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

-64%

Opioid rate vs peers

0.8% vs 2.2% avg

+125%

Cost per patient vs peers

$3,176 vs $1,411 avg

+35%

Brand preference vs peers

14.3% vs 10.6% avg

⚠️ Opioid + Benzodiazepine Co-Prescriber

This provider prescribes both opioids and benzodiazepines. The FDA has issued a Black Box Warning about the life-threatening risks of concurrent use.

🔎 Data Overview

🤖

ML fraud detection score of 84% indicates prescribing patterns with significant similarity to confirmed fraud cases. 17 out of 20 decision trees flagged this provider.

⚠️

This provider co-prescribes opioids and benzodiazepines — a combination carrying an FDA Black Box Warning due to increased risk of respiratory depression and death. While sometimes clinically necessary, this combination requires careful justification.

Insights generated from CMS data analysis. Statistical patterns are not accusations — always consider clinical context.

Opioid Prescribing

0.8%

Opioid Rate

302

Opioid Claims

$2,381

Opioid Cost

Long-Acting Rate

Brand vs Generic

86% generic

Brand: 5,211 claims · $3.8M

Generic: 31,149 claims · $1.2M

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Empagliflozin537$661K
Sitagliptin Phosphate459$493K
Semaglutide334$480K
Apixaban188$214K
Linagliptin147$199K
Tenofovir Alafenamide106$148K
Linaclotide129$126K
Icosapent Ethyl142$116K
Insulin Glargine,hum.Rec.Anlog163$98K
Dapagliflozin Propanediol68$88K
Rivaroxaban59$70K
Sitagliptin Phos/Metformin Hcl50$66K
Cyclosporine52$63K
Mirabegron97$62K
Teriparatide14$59K

Prescribing Profile

198

Unique Drugs

$1.6M

IRA Negotiated Drugs

$480K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

72

Avg Age

54%

Female

1.13

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