Ascension Health
Lung screening gap across 107 counties in Alabama, Connecticut, Florida, Illinois, Indiana, Kansas, Maryland, Michigan, New York, Oklahoma, Tennessee, Texas and Wisconsin
About 24,400 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 Ascension 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.
Alabama, Illinois, Indiana, Michigan, Tennessee and Wisconsin
Texas
Kansas and Oklahoma
Connecticut and New York
Florida
Alabama and Florida
Plus 1 smaller areas listed in the table.
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 |
| Harris County | Texas | 169,600 to 333,400 | 23.5 | 2,976 |
| Wayne County | Michigan | 96,400 to 157,000 | 37.1 | 3,271 |
| Oakland County | Michigan | 48,800 to 119,900 | 27.1 | 2,397 |
| Travis County | Texas | 32,400 to 84,300 | 18.5 | 1,171 |
| Macomb County | Michigan | 47,800 to 83,600 | 38.7 | 396 |
| Marion County | Indiana | 40,700 to 78,800 | 43.5 | 1,967 |
| DuPage County | Illinois | 29,700 to 72,700 | 23.3 | 1,418 |
| Duval County | Florida | 45,900 to 71,900 | 35.4 | 1,673 |
| Milwaukee County | Wisconsin | 38,400 to 69,500 | 34.3 | 3,468 |
| Fairfield County | Connecticut | 35,700 to 68,100 | 20.2 | 1,077 |
| New Haven County | Connecticut | 32,200 to 61,500 | 28.7 | 1,487 |
| Jefferson County | Alabama | 29,000 to 58,500 | 33.3 | 1,364 |
| Davidson County | Tennessee | 26,500 to 56,900 | 33.3 | 3,252 |
| Baltimore County | Maryland | 31,000 to 56,600 | 32.3 | 3,201 |
| Tulsa County | Oklahoma | 29,800 to 56,500 | 34.3 | 784 |
| Lake County | Illinois | 24,700 to 53,800 | 26.4 | 561 |
| Will County | Illinois | 27,000 to 51,000 | 33.4 | 553 |
| Williamson County | Texas | 19,700 to 40,600 | 21.1 | 80 |
| Sedgwick County | Kansas | 24,500 to 40,300 | 37.1 | 1,032 |
| Kane County | Illinois | 18,600 to 39,700 | 25.3 | 294 |
| Genesee County | Michigan | 24,100 to 39,100 | 39.9 | 219 |
| Baltimore city | Maryland | 25,900 to 36,200 | 40.9 | 3,638 |
| Waukesha County | Wisconsin | 16,100 to 35,600 | 26.0 | 493 |
| Hamilton County | Indiana | 11,400 to 27,800 | 21.3 | 439 |
| Rutherford County | Tennessee | 14,900 to 25,600 | 38.5 | 242 |
| Escambia County | Florida | 15,800 to 25,600 | 43.4 | 620 |
| McHenry County | Illinois | 12,800 to 24,600 | 33.7 | 259 |
| St. Johns County | Florida | 12,900 to 24,100 | 24.9 | 164 |
| Baldwin County | Alabama | 13,400 to 23,100 | 32.5 | 62 |
| Williamson County | Tennessee | 9,400 to 21,900 | 21.3 | 23 |
| Kalamazoo County | Michigan | 10,100 to 21,400 | 33.6 | 157 |
| Shelby County | Alabama | 8,300 to 20,300 | 25.5 | 85 |
| Livingston County | Michigan | 9,200 to 20,000 | 29.9 | None billed locally |
| Saginaw County | Michigan | 10,900 to 19,200 | 35.6 | 418 |
| McLennan County | Texas | 10,500 to 18,700 | 32.2 | 385 |
| Sumner County | Tennessee | 10,900 to 18,400 | 39.4 | 12 |
| Clay County | Florida | 10,900 to 18,300 | 36.9 | 22 |
| Vanderburgh County | Indiana | 9,500 to 17,500 | 39.8 | 887 |
| Racine County | Wisconsin | 10,300 to 16,900 | 35.3 | None billed locally |
| St. Clair County | Michigan | 10,300 to 16,800 | 44.2 | 101 |
| Okaloosa County | Florida | 8,900 to 16,500 | 41.5 | 34 |
| Bay County | Florida | 10,400 to 15,900 | 41.6 | 171 |
| Hays County | Texas | 8,300 to 15,800 | 21.2 | 65 |
| Santa Rosa County | Florida | 9,800 to 15,100 | 40.1 | None billed locally |
| Hendricks County | Indiana | 7,600 to 14,700 | 32.7 | 163 |
| Outagamie County | Wisconsin | 8,200 to 14,500 | 27.7 | 172 |
| Broome County | New York | 8,600 to 14,200 | 29.5 | 254 |
| Montgomery County | Tennessee | 9,300 to 14,100 | 46.4 | 241 |
| Wilson County | Tennessee | 8,000 to 13,900 | 34.5 | 38 |
| Winnebago County | Wisconsin | 8,200 to 13,500 | 31.2 | 303 |
| Madison County | Indiana | 8,600 to 12,900 | 49.4 | None billed locally |
| Calhoun County | Michigan | 7,700 to 12,900 | 45.3 | 45 |
| Allegan County | Michigan | 6,500 to 11,400 | 35.4 | None billed locally |
| Calhoun County | Alabama | 6,400 to 11,100 | 48.0 | 90 |
| Lapeer County | Michigan | 5,700 to 9,500 | 38.7 | 69 |
| Rogers County | Oklahoma | 5,400 to 8,800 | 40.2 | None billed locally |
| St. Clair County | Alabama | 5,200 to 8,700 | 46.0 | None billed locally |
| Howard County | Indiana | 5,200 to 8,400 | 44.4 | None billed locally |
| Kankakee County | Illinois | 5,200 to 8,400 | 40.6 | 372 |
| Ozaukee County | Wisconsin | 3,700 to 8,100 | 21.1 | 267 |
| Talladega County | Alabama | 5,400 to 7,900 | 45.0 | None billed locally |
| Wagoner County | Oklahoma | 4,700 to 7,700 | 35.7 | None billed locally |
| Bastrop County | Texas | 5,100 to 7,300 | 30.6 | None billed locally |
| Creek County | Oklahoma | 4,700 to 7,100 | 48.9 | None billed locally |
| Walton County | Florida | 4,900 to 6,900 | 35.4 | 28 |
| Warrick County | Indiana | 3,000 to 6,200 | 39.3 | None billed locally |
| Boone County | Indiana | 2,900 to 6,000 | 31.9 | 12 |
| St. Joseph County | Michigan | 3,600 to 5,900 | 41.6 | None billed locally |
| Blount County | Alabama | 3,500 to 5,700 | 41.6 | None billed locally |
| Tuscola County | Michigan | 3,600 to 5,700 | 43.9 | None billed locally |
| Cass County | Michigan | 3,300 to 5,600 | 42.5 | None billed locally |
| Coffee County | Tennessee | 4,200 to 5,600 | 53.1 | 15 |
| Butler County | Kansas | 3,200 to 5,400 | 39.8 | 17 |
| Washington County | Oklahoma | 3,000 to 5,000 | 41.4 | None billed locally |
| Henry County | Indiana | 3,200 to 5,000 | 56.6 | None billed locally |
| Osage County | Oklahoma | 3,200 to 4,900 | 38.1 | 28 |
| Lawrence County | Indiana | 2,800 to 4,800 | 54.1 | 79 |
| Burnet County | Texas | 2,900 to 4,800 | 31.5 | 56 |
| Bedford County | Tennessee | 3,400 to 4,600 | 55.2 | None billed locally |
| Franklin County | Tennessee | 3,000 to 4,500 | 40.8 | None billed locally |
| Warren County | Tennessee | 3,200 to 4,200 | 50.0 | None billed locally |
| Cheatham County | Tennessee | 2,700 to 4,200 | 48.1 | None billed locally |
| Chilton County | Alabama | 2,700 to 4,200 | 46.4 | None billed locally |
| Calumet County | Wisconsin | 2,500 to 4,100 | 24.0 | None billed locally |
| Caldwell County | Texas | 2,300 to 3,800 | 33.4 | None billed locally |
| Riley County | Kansas | 1,600 to 3,600 | 33.6 | 228 |
| Hill County | Texas | 2,200 to 3,400 | 39.5 | None billed locally |
| Iosco County | Michigan | 2,100 to 3,300 | 55.7 | None billed locally |
| Washington County | Indiana | 2,000 to 2,900 | 57.3 | None billed locally |
| White County | Tennessee | 2,500 to 2,900 | 51.5 | None billed locally |
| Montgomery County | Kansas | 1,900 to 2,900 | 41.0 | None billed locally |
| Crawford County | Kansas | 1,800 to 2,900 | 50.7 | 38 |
| Daviess County | Indiana | 1,900 to 2,800 | 36.2 | None billed locally |
| Jennings County | Indiana | 1,900 to 2,800 | 68.3 | None billed locally |
| Clay County | Indiana | 1,700 to 2,700 | 41.2 | None billed locally |
| Hickman County | Tennessee | 2,000 to 2,600 | 67.8 | None billed locally |
| Randolph County | Indiana | 1,600 to 2,500 | 51.4 | None billed locally |
| DeKalb County | Tennessee | 1,800 to 2,200 | 56.3 | None billed locally |
| Sumner County | Kansas | 1,300 to 2,100 | 54.7 | 32 |
| Humphreys County | Tennessee | 1,500 to 2,000 | 52.5 | None billed locally |
| Arenac County | Michigan | 1,200 to 1,900 | 49.6 | None billed locally |
| Pottawatomie County | Kansas | 1,100 to 1,800 | 31.4 | None billed locally |
| Gulf County | Florida | 1,100 to 1,500 | 41.5 | None billed locally |
| Cannon County | Tennessee | 1,200 to 1,500 | 43.7 | None billed locally |
| Nowata County | Oklahoma | 690 to 1,100 | 60.7 | None billed locally |
| Warren County | Indiana | 570 to 910 | 37.7 | None billed locally |
44 of the 107 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 18.2% to 23.2%, five points above today, about 77,500 to 147,100 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 Ascension Health today
Clinicians at Ascension Health locations billed 2,567 low-dose CT lung screening reads to Medicare fee-for-service in 2024. Including Medicare Advantage and other insurers, we estimate about 5,200 to 15,100 screenings a year.
Most adults who qualify see a primary care clinician every year. We count 9,873 primary care clinicians, 194 pulmonologists and 127 thoracic surgeons practicing at Ascension 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 Ascension 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 (50%, CMS) and, at the high end, by the share of eligible adults under 65 (66%).
104 acute care hospitals
- Ascension St. Vincent HospitalIndianapolis, IN
- Saint Thomas West HospitalNashville, TN
- Via Christi Hospital WichitaMulvane, KS
- Ascension Sacred Heart PensacolaPensacola, FL
- Ascension St John HospitalDetroit, MI
- Ascension Providence HospitalSouthfield, MI
- Presence St. Joseph Medical CenterJoliet, IL
- St. John Medical CenterTulsa, OK
- St Vincents BirminghamBirmingham, AL
- Ascension Macomb-Oakland HospitalWarren, MI
- Ascension Seton Medical CenterAustin, TX
- Ascension Columbia St Mary's Hospital Milwaukee CaMilwaukee, WI
And 92 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 Ascension 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 Ascension 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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