Learning Networks

A curated exchange of data, methods, and information

Lung Cancer Screening

A collaborative effort with the American College of Radiology.

State of Lung Cancer Nationwide

Lung cancer is the #1 leading cancer cause of death among men and women and comprises about a quarter of all cancer deaths. Annually, more people die of lung cancer compared to colon, breast, and prostate cancers combined.








Lung Cancer Incidence by County


Urban and Rural Health Disparities

95% of adults (ages 55-79) in northeastern states can access a screening center in a range of 30 miles, while Midwest residents face a lower and more variable level of access, ranging anywhere from 22-93%. Limited access to lung cancer screening amongst rural populations is a result of:

  1. Worse spatial access to care.
  2. Worse spatial access to care.
  3. Higher cost burdens.
  4. Higher uninsured rates.
  5. Limited radiologist capacity full for LDCT.



The Impact of Learning Networks

Learning networks can be utilized to significantly augment diagnostic performance. For example, at one organization, learning networks were utilized to increase screening for eligible patients by nearly 400%, and this performance was sustained.



Screening Recommendations

The USPSTF recommends annual low-dose computed tomography screening for those ages 50-80 with a 20 pack-year smoking history and smoke currently/have quit within the past 15 years.

Figure adopted from Brigham and Women's Hospital Lung Cancer Screening.

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