AI Models Predict Lung Cancer Risk Using Less Data, Simplifying Screening

Artificial intelligence models predicted lung cancer risk as well as or better than existing models using just 3 variables age, years smoked, cigarettes per day.
Study found AI could simplify lung cancer screening at the population level during routine doctor visits or via apps.
Early lung cancer detection improves outcomes; targeted screening programs starting in UK and EU.
Machine learning tools like AutoPrognosis combined with clinicians can impact healthcare.
Retrospective data limitations mean more regions should be considered.

euronews.com

Relevant topic timeline:

8/19/2023

Can AI predict how long you'll live just from looking at chest X-rays?

Main topic: AI can estimate a healthy individual's age from a chest radiograph. Key points: 1. AI model developed by scientists can read chest X-rays to determine a person's biological age. 2. Higher AI-estimated age compared to actual age indicates a higher likelihood of having a chronic disease. 3. AI model could be used for early detection and intervention of age-related diseases, but further research is needed to confirm causality and study other ethnic groups.

8/22/2023

AI can predict certain forms of esophageal and stomach cancer

Artificial intelligence (AI) can accurately predict the risk of developing esophageal and stomach cancer, allowing for early detection and prevention measures.

10/18/2023

AI Promises More Personalized, Effective Cancer Care

Artificial intelligence (AI) has the potential to revolutionize cancer treatment by delivering precise and personalized information on disease progression and therapeutic benefits, and can significantly advance the goals of the Cancer Moonshot initiative.

10/20/2023

Early Detection of Pancreatic Cancer Gets Boost from AI

A new research project is using artificial intelligence to aid in the early detection of pancreatic cancer, which is often found too late and is expected to become the second leading cause of cancer deaths in the U.S. by 2030.

10/25/2023

AI Helps Detect Breast Cancer Earlier by Analyzing Past Mammograms

Artificial intelligence has been found to accurately predict one-third of breast cancer cases up to two years before diagnosis, potentially leading to earlier detection and less aggressive treatment.

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Posted 10/3/2023, 6:02:58 PM