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Penalized deep partially linear cox models with application to CT scans of lung cancer patients

Penalized deep partially linear cox models with application to CT scans of lung cancer patients

Lung cancer is a leading cause of cancer mortality globally, highlighting the importance of understanding its mortality risks to design effective patient-centered therapies. The National Lung Screening Trial (NLST) employed computed tomography texture analysis, which provides objective measurements of texture patterns on CT scans, to quantify the mortality risks of …