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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. Lloyd Miller
๐Ÿฉบ
MDI

Lloyd Miller, MD

NPI: 1255378568
Charleston, SC
10 years of data
Internal Medicine
$566.6K
Total Payments
3.9K
Beneficiaries
10.9K
Services
1.77x
Markup Ratio

Peer Comparison

93th
percentile in specialty
This provider$566.6K
Specialty median$84.0K

๐Ÿ“‹ Key Findings

1Billed $566.6K over 10 years
21.77x markup ratio
3AI fraud probability: 94.5%
493th percentile in Internal Medicine by payments
๐Ÿค–

AI Risk Assessment

Rank #17 of 500
94.5%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 94.5% probability that this provider's billing patterns are consistent with known fraud cases. This is ranked #17 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 $566.6K 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
$124.2K
1.9K services$64.54/svc1.87x markup
99214Office visit, established patient, moderate complexity
$111.8K
1.7K services$64.56/svc2.11x markup
99215Office visit, established patient, high complexity
$99.4K
1.5K services$64.54/svc1.59x markup
99232Subsequent hospital care, moderate complexity
$87.0K
1.3K services$64.56/svc1.61x markup
99233Subsequent hospital care, high complexity
$74.5K
1.2K services$64.54/svc1.63x markup
93000Electrocardiogram, complete
$62.1K
962 services$64.57/svc1.67x markup
71046Chest X-ray, 2 views
$49.7K
770 services$64.54/svc1.85x markup
80053Comprehensive metabolic panel
$37.3K
577 services$64.59/svc1.97x markup
85025Complete blood count with differential
$24.8K
385 services$64.54/svc2.11x markup
36415Venipuncture for blood draw
$12.4K
192 services$64.70/svc1.54x markup
Show detailed table โ–พ
CodeDescriptionServicesPaymentsAvg/ServiceMarkup
99213Office visit, established patient, low complexity1.9K$124.2K$64.541.87x
99214Office visit, established patient, moderate complexity1.7K$111.8K$64.562.11x
99215Office visit, established patient, high complexity1.5K$99.4K$64.541.59x
99232Subsequent hospital care, moderate complexity1.3K$87.0K$64.561.61x
99233Subsequent hospital care, high complexity1.2K$74.5K$64.541.63x
93000Electrocardiogram, complete962$62.1K$64.571.67x
71046Chest X-ray, 2 views770$49.7K$64.541.85x
80053Comprehensive metabolic panel577$37.3K$64.591.97x
85025Complete blood count with differential385$24.8K$64.542.11x
36415Venipuncture for blood draw192$12.4K$64.701.54x

Markup Analysis

Charge-to-Payment Ratio

1.77x

This provider submits charges 1.77 times higher than what Medicare actually pays.

What This Means

A markup ratio of 1.77x means for every $100 Medicare pays, this provider initially charges $177. This is lower than the national average.

Location

Charleston, SC

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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