⚠️

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 →

Umang PatelM.D

Internal Medicine · Woodridge, IL 60517

NPI: 1265548077

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21

🟡 Moderate

ML Fraud Detection Score: 86%

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-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

23,524

Total Claims

$2.5M

Drug Cost

1,334

Beneficiaries

$1,854

Cost/Patient

Risk Score Breakdown 21/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

-76%

Opioid rate vs peers

0.5% vs 2.2% avg

+31%

Cost per patient vs peers

$1,854 vs $1,411 avg

-6%

Brand preference vs peers

10.0% 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 86% 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

0.5%

Opioid Rate

129

Opioid Claims

$1,348

Opioid Cost

Long-Acting Rate

Brand vs Generic

90% generic

Brand: 2,328 claims · $2.0M

Generic: 21,030 claims · $487K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Empagliflozin172$242K
Apixaban271$210K
Fluticasone/Umeclidin/Vilanter85$125K
Linaclotide74$91K
Sitagliptin Phosphate63$86K
Empagliflozin/Linagliptin45$72K
Insulin Glargine,hum.Rec.Anlog98$67K
Insulin Aspart Prot/Insuln Asp25$67K
Tirzepatide35$61K
Dapagliflozin Propanediol35$59K
Dulaglutide40$56K
Semaglutide28$51K
Rivaroxaban40$51K
Linagliptin64$44K
Insulin Aspart31$35K

Prescribing Profile

215

Unique Drugs

$731K

IRA Negotiated Drugs

$185K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

74

Avg Age

49%

Female

1.38

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