Advocate Health
Lung screening gap across 50 counties in Alabama, Georgia, Illinois, North Carolina, South Carolina and Wisconsin
About 10,200 people here are diagnosed with lung cancer each year, and 65% are found at a late stage, when it is hardest to treat.
Estimates from public data only; no patient information. Sources and method below.
Where the eligible adults live
The counties where most of Advocate Health's Medicare inpatients live. Darker areas hold more adults who likely qualify, which is where outreach would start. Hover or tap any area for its estimate.
Illinois and Wisconsin
Alabama, Georgia, North Carolina and South Carolina
Adults likely eligible, per county
Acute care hospital in this system
Counties in the service area
| County | State | Adults likely eligible | Lung cancer deaths per 100k | Medicare screens billed locally, 2024 |
|---|---|---|---|---|
| Cook County | Illinois | 177,400 to 380,400 | 26.9 | 8,348 |
| Mecklenburg County | North Carolina | 35,600 to 79,300 | 25.4 | 2,487 |
| DuPage County | Illinois | 29,700 to 72,700 | 23.3 | 1,418 |
| Milwaukee County | Wisconsin | 38,400 to 69,500 | 34.3 | 3,468 |
| Lake County | Illinois | 24,700 to 53,800 | 26.4 | 561 |
| Guilford County | North Carolina | 23,100 to 43,700 | 32.7 | 1,285 |
| Kane County | Illinois | 18,600 to 39,700 | 25.3 | 294 |
| Waukesha County | Wisconsin | 16,100 to 35,600 | 26.0 | 493 |
| Forsyth County | North Carolina | 17,600 to 32,600 | 36.8 | 380 |
| McHenry County | Illinois | 12,800 to 24,600 | 33.7 | 259 |
| York County | South Carolina | 11,300 to 23,800 | 35.3 | 91 |
| Brown County | Wisconsin | 11,900 to 20,300 | 26.0 | 517 |
| Gaston County | North Carolina | 12,400 to 20,000 | 41.7 | 174 |
| Union County | North Carolina | 10,100 to 19,400 | 29.9 | None billed locally |
| Racine County | Wisconsin | 10,300 to 16,900 | 35.3 | None billed locally |
| Cabarrus County | North Carolina | 9,200 to 16,800 | 34.9 | None billed locally |
| Iredell County | North Carolina | 9,500 to 16,300 | 33.8 | 349 |
| Davidson County | North Carolina | 10,400 to 15,900 | 44.3 | None billed locally |
| Kenosha County | Wisconsin | 8,400 to 13,800 | 37.8 | 101 |
| Randolph County | North Carolina | 9,000 to 13,500 | 47.1 | None billed locally |
| Winnebago County | Wisconsin | 8,200 to 13,500 | 31.2 | 303 |
| Rowan County | North Carolina | 8,700 to 13,000 | 40.1 | 41 |
| Washington County | Wisconsin | 6,500 to 12,000 | 26.5 | None billed locally |
| Bibb County | Georgia | 8,400 to 11,700 | 33.6 | 166 |
| Houston County | Georgia | 6,900 to 11,500 | 31.4 | 223 |
| Sheboygan County | Wisconsin | 5,900 to 10,000 | 28.2 | None billed locally |
| Lancaster County | South Carolina | 5,100 to 9,200 | 33.3 | 134 |
| Cleveland County | North Carolina | 6,100 to 9,200 | 40.5 | 25 |
| Walworth County | Wisconsin | 5,100 to 8,900 | 28.6 | 98 |
| Lincoln County | North Carolina | 5,400 to 8,500 | 34.9 | 38 |
| Ozaukee County | Wisconsin | 3,700 to 8,100 | 21.1 | 267 |
| Floyd County | Georgia | 5,300 to 8,100 | 41.9 | 1,350 |
| Manitowoc County | Wisconsin | 4,800 to 7,400 | 32.0 | 13 |
| Wilkes County | North Carolina | 4,500 to 6,900 | 41.2 | 66 |
| Stanly County | North Carolina | 3,900 to 5,800 | 47.1 | 73 |
| Columbus County | North Carolina | 3,400 to 5,300 | 48.1 | None billed locally |
| Davie County | North Carolina | 2,400 to 4,400 | 42.1 | None billed locally |
| Marinette County | Wisconsin | 3,000 to 4,100 | 33.5 | 37 |
| Baldwin County | Georgia | 2,200 to 3,600 | 35.2 | 78 |
| Polk County | Georgia | 2,600 to 3,400 | 51.1 | None billed locally |
| Scotland County | North Carolina | 2,500 to 3,100 | 56.3 | None billed locally |
| Cherokee County | Alabama | 2,000 to 3,000 | 56.7 | None billed locally |
| Jones County | Georgia | 1,600 to 2,600 | 34.5 | 56 |
| Monroe County | Georgia | 1,700 to 2,600 | 38.9 | None billed locally |
| Polk County | North Carolina | 1,200 to 2,500 | 22.8 | None billed locally |
| Putnam County | Georgia | 1,600 to 2,300 | 23.8 | None billed locally |
| Anson County | North Carolina | 1,600 to 2,300 | 47.5 | None billed locally |
| Peach County | Georgia | 1,400 to 2,300 | 45.3 | None billed locally |
| Hampton County | South Carolina | 1,300 to 1,800 | 38.4 | None billed locally |
| Alleghany County | North Carolina | 900 to 1,300 | 40.2 | None billed locally |
19 of the 50 counties had no Medicare lung screening reads billed from a local address in 2024. County names link to their Missing Millions page.
What closing the gap would mean
If screening in these counties rose from 19.5% to 24.5%, five points above today, about 30,700 to 59,800 more people would be screened each year.
In the National Lung Screening Trial, low-dose CT screening lowered lung cancer deaths by 20% compared with chest X-ray. Today about 65% of lung cancers here are found at a late stage.
Illustrative estimate: eligible adults (range) times the change in screening rate. Not a forecast or a guarantee.
Each year in these counties
NCI and CDC State Cancer Profiles, annual averages.
Screening at Advocate Health today
Clinicians at Advocate Health locations billed 5,511 low-dose CT lung screening reads to Medicare fee-for-service in 2024. Including Medicare Advantage and other insurers, we estimate about 11,600 to 33,400 screenings a year.
Most adults who qualify see a primary care clinician every year. We count 10,053 primary care clinicians, 178 pulmonologists and 81 thoracic surgeons practicing at Advocate Health locations. A 20 pack-year smoking history is often missing from structured EHR fields, so many eligible patients are never flagged.
CMS Medicare Physician and Other Practitioners 2024 (CPT 71271); clinicians matched to Advocate Health by practice address using the AHRQ Compendium of U.S. Health Systems 2023, so reads billed by outside radiology groups are not included. The all-payer estimate scales Medicare fee-for-service by the local Medicare Advantage share (53%, CMS) and, at the high end, by the share of eligible adults under 65 (65%).
53 acute care hospitals
- Carolinas Medical CenterCharlotte, NC
- Aurora Health Care Metro Inc.Milwaukee, WI
- North Carolina Baptist HospitalWinston-Salem, NC
- Advocate Christ HospitalOak Lawn, IL
- AHN the Medical CenterMacon, GA
- Advocate Lutheran General HospitalPark Ridge, IL
- Atrium Health CabarrusConcord, NC
- Advocate Southland Health NetworkChicago, IL
- Atrium Health PinevilleCharlotte, NC
- Atrium Health ClevelandShelby, NC
- Advocate Good Samaritan HospitalDowners Grove, IL
- High Point Medical CenterHigh Point, NC
And 41 more acute care hospitals.
Find them, reach them, give radiologists a second opinion
LungIQ Find
Reads clinical notes, diagnoses and medications in the EHR and returns a ranked list of patients likely eligible, including those whose pack-year history is missing. Start with a CSV export refreshed every 1, 3 or 6 months, or connect through FHIR or HL7.
LungNAV Reach
An AI patient navigator that texts and calls patients in 70+ languages, answers questions about the scan, and hands each patient to your scheduling team or nurse navigators with a call summary.
LungAI Second opinion
Gives radiologists a malignancy risk score for each nodule, factoring in change since the prior scan, inside the PACS and CADe software they already use. The radiologist makes the final call.
LungAI is an investigational medical device and has not been cleared by FDA. It is not commercially available in the United States.How we estimate the gap
Modeled estimates from public data. They are not a count of Advocate Health patients and contain no patient information.
- Service area: CMS Hospital Service Area File 2025 (counties within 120 miles of a system hospital holding 80% of its Medicare inpatients, plus any county with at least 1%); hospitals from the AHRQ Compendium of U.S. Health Systems, 2023.
- Eligible adults, low estimate: Oatmeal Health Missing Millions (Census 2025 population, CDC PLACES smoking, USPSTF 2021).
- Eligible adults, high estimate: University of Minnesota National Lung Cancer Screening Estimates (Haynes 2026), which also counts former smokers.
- Screening rate: American Lung Association, State of Lung Cancer 2025.
- Lung cancer cases and deaths: NCI and CDC State Cancer Profiles (incidence 2019 to 2023, deaths 2020 to 2024).
- Screening volume: CMS Medicare Physician and Other Practitioners, 2024; CMS Medicare Advantage State/County Penetration, September 2026.
LungAI is an investigational medical device and has not been cleared by FDA. Oatmeal Health is preparing a 510(k) premarket notification. LungAI is not commercially available in the United States.
See Advocate Health's own numbers
In a 30 minute review we replace these public estimates with counts from your own records and agree on what a first program would look like.
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