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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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Methodology•Download Data
  1. Home
  2. Providers
  3. Frederick Crall
🩺
MDI

Frederick Crall, MD

NPI: 1457352726
Columbus, OH
10 years of data
Internal Medicine
$588.0K
Total Payments
6.2K
Beneficiaries
17.6K
Services
1.92x
Markup Ratio

Peer Comparison

93th
percentile in specialty
This provider$588.0K
Specialty median$84.0K

📋 Key Findings

1Billed $588.0K over 10 years
21.92x markup ratio
3AI fraud probability: 88.5%
493th percentile in Internal Medicine by payments
🤖

AI Risk Assessment

Rank #262 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 #262 out of 500 highest-risk providers analyzed. This is a statistical prediction, not a determination of fraud.

View all ML-flagged providers →Methodology →

ML model prediction — not an accusation of fraud

🔎 Data Analysis

This provider's $588.0K in total Medicare payments ranks in the 93th percentile of Internal Medicine providers nationally.

Medicare payments to this provider grew 122% 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
$128.2K
3.1K services$41.02/svc2.22x markup
99214Office visit, established patient, moderate complexity
$115.3K
2.8K services$41.02/svc1.67x markup
99215Office visit, established patient, high complexity
$102.5K
2.5K services$41.03/svc2.00x markup
99232Subsequent hospital care, moderate complexity
$89.7K
2.2K services$41.02/svc2.11x markup
99233Subsequent hospital care, high complexity
$76.9K
1.9K services$41.01/svc1.71x markup
93000Electrocardiogram, complete
$64.1K
1.6K services$41.02/svc1.99x markup
71046Chest X-ray, 2 views
$51.3K
1.3K services$41.01/svc2.19x markup
80053Comprehensive metabolic panel
$38.4K
937 services$41.03/svc1.80x markup
85025Complete blood count with differential
$25.6K
625 services$41.01/svc1.63x markup
36415Venipuncture for blood draw
$12.8K
312 services$41.07/svc1.55x markup
Show detailed table ▾
CodeDescriptionServicesPaymentsAvg/ServiceMarkup
99213Office visit, established patient, low complexity3.1K$128.2K$41.022.22x
99214Office visit, established patient, moderate complexity2.8K$115.3K$41.021.67x
99215Office visit, established patient, high complexity2.5K$102.5K$41.032.00x
99232Subsequent hospital care, moderate complexity2.2K$89.7K$41.022.11x
99233Subsequent hospital care, high complexity1.9K$76.9K$41.011.71x
93000Electrocardiogram, complete1.6K$64.1K$41.021.99x
71046Chest X-ray, 2 views1.3K$51.3K$41.012.19x
80053Comprehensive metabolic panel937$38.4K$41.031.80x
85025Complete blood count with differential625$25.6K$41.011.63x
36415Venipuncture for blood draw312$12.8K$41.071.55x

Markup Analysis

Charge-to-Payment Ratio

1.92x

This provider submits charges 1.92 times higher than what Medicare actually pays.

What This Means

A markup ratio of 1.92x means for every $100 Medicare pays, this provider initially charges $192. This is lower than the national average.

Location

Columbus, OH

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

  • • Centers for Medicare & Medicaid Services (CMS)
  • • Medicare Provider Utilization and Payment Data (2014-2023)
  • • 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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