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Data Sources: Centers for Medicare & Medicaid Services (CMS), Medicare Provider Utilization and Payment Data
Disclaimer: This site is an independent journalism project. Data analysis and editorial content are not affiliated with or endorsed by CMS or any government agency. All spending figures are based on publicly available Medicare payment records.
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Methodologyโ€ขDownload Data
  1. Home
  2. Providers
  3. Ravi Malpani
๐Ÿซ
MDI

Ravi Malpani, MD

NPI: 1053344283
Oklahoma City, OK
10 years of data
Pulmonary Disease
$363.2K
Total Payments
3.4K
Beneficiaries
8.2K
Services
1.83x
Markup Ratio

Peer Comparison

83th
percentile in specialty
This provider$363.2K
Specialty median$121.6K

๐Ÿ“‹ Key Findings

1Billed $363.2K over 10 years
21.83x markup ratio
3AI fraud probability: 88.5%
๐Ÿค–

AI Risk Assessment

Rank #434 of 500
88.5%fraud probability
Low riskMediumHigh risk

Risk Factors

Matches confirmed fraud profile

What this means

Our machine learning model analyzed billing patterns, service volumes, markup ratios, and peer comparisons to estimate a 88.5% probability that this provider's billing patterns are consistent with known fraud cases. This is ranked #434 out of 500 highest-risk providers analyzed. This is a statistical prediction, not a determination of fraud.

View all ML-flagged providers โ†’Methodology โ†’

ML model prediction โ€” not an accusation of fraud

๐Ÿ”Ž Data Analysis

This provider's $363.2K in total Medicare payments ranks in the 83th percentile of Pulmonary Disease providers nationally.

Medicare payments to this provider grew 123% from 2014 to 2023.

AI-generated analysis based on Medicare payment data.

Annual Medicare Payments

Annual Services Provided

Avg Payment per Service

Top Procedures (10)

99213Office visit, established patient, low complexity
$79.1K
1.5K services$53.35/svc1.78x markup
99214Office visit, established patient, moderate complexity
$71.2K
1.3K services$53.34/svc1.56x markup
99215Office visit, established patient, high complexity
$63.3K
1.2K services$53.37/svc1.54x markup
99232Subsequent hospital care, moderate complexity
$55.4K
1.0K services$53.36/svc1.63x markup
99233Subsequent hospital care, high complexity
$47.5K
890 services$53.34/svc1.82x markup
93000Electrocardiogram, complete
$39.6K
742 services$53.32/svc2.05x markup
71046Chest X-ray, 2 views
$31.6K
593 services$53.37/svc1.48x markup
80053Comprehensive metabolic panel
$23.7K
445 services$53.34/svc1.96x markup
85025Complete blood count with differential
$15.8K
297 services$53.28/svc2.12x markup
36415Venipuncture for blood draw
$7.9K
148 services$53.46/svc1.81x markup
Show detailed table โ–พ
CodeDescriptionServicesPaymentsAvg/ServiceMarkup
99213Office visit, established patient, low complexity1.5K$79.1K$53.351.78x
99214Office visit, established patient, moderate complexity1.3K$71.2K$53.341.56x
99215Office visit, established patient, high complexity1.2K$63.3K$53.371.54x
99232Subsequent hospital care, moderate complexity1.0K$55.4K$53.361.63x
99233Subsequent hospital care, high complexity890$47.5K$53.341.82x
93000Electrocardiogram, complete742$39.6K$53.322.05x
71046Chest X-ray, 2 views593$31.6K$53.371.48x
80053Comprehensive metabolic panel445$23.7K$53.341.96x
85025Complete blood count with differential297$15.8K$53.282.12x
36415Venipuncture for blood draw148$7.9K$53.461.81x

Markup Analysis

Charge-to-Payment Ratio

1.83x

This provider submits charges 1.83 times higher than what Medicare actually pays.

What This Means

A markup ratio of 1.83x means for every $100 Medicare pays, this provider initially charges $183. This is lower than the national average.

Location

Oklahoma City, OK

Provider Verification

Always verify provider credentials and location before scheduling appointments. This data reflects Medicare payments and may not include all practice locations.

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Data Sources

  • โ€ข Centers for Medicare & Medicaid Services (CMS)
  • โ€ข Medicare Provider Utilization and Payment Data (2014-2023)
  • โ€ข National Plan and Provider Enumeration System (NPPES)

Last Updated: February 2026 (data through 2023, the latest CMS release)

Note: All data is from publicly available Medicare records. OpenMedicare is an independent journalism project not affiliated with CMS.

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