⚠️

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 →

Pradip VyasM.D.

Internal Medicine · Troy, OH 45373

NPI: 1023129103

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18

🟡 Moderate

ML Fraud Detection Score: 94%

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

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

Risk indicators are statistical patterns, not allegations. Learn more

10,635

Total Claims

$1.2M

Drug Cost

559

Beneficiaries

$2,137

Cost/Patient

Risk Score Breakdown 18/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid + benzodiazepine combo+8
Elderly antipsychotic prescribing+5
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

+21%

Opioid rate vs peers

2.7% vs 2.2% avg

+51%

Cost per patient vs peers

$2,137 vs $1,411 avg

+16%

Brand preference vs peers

12.3% 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 94% indicates prescribing patterns with significant similarity to confirmed fraud cases. 19 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

2.7%

Opioid Rate

288

Opioid Claims

$4,958

Opioid Cost

Long-Acting Rate

Brand vs Generic

88% generic

Brand: 1,296 claims · $1.0M

Generic: 9,256 claims · $168K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Fluticasone/Umeclidin/Vilanter109$122K
Apixaban97$115K
Dulaglutide49$89K
Semaglutide61$83K
Tirzepatide44$70K
Dapagliflozin Propanediol39$44K
Linaclotide28$37K
Rivaroxaban24$33K
Insulin Glargine,hum.Rec.Anlog53$33K
Sitagliptin Phosphate27$28K
Empagliflozin24$22K
Insulin Nph Human Isophane24$17K
Linagliptin16$13K
Insulin Aspart13$12K
Insulin Aspart16$11K

Prescribing Profile

127

Unique Drugs

$265K

IRA Negotiated Drugs

$242K

GLP-1 Drugs

18.0

Anomaly Score

Patient Profile

76

Avg Age

56%

Female

1.21

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