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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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I. Karymsakova

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Open access Oct 2026

Interpretable Machine Learning for Preliminary Lung Cancer Risk Assessment Based on Clinical Indicators and Lifestyle Factors

Background/Objective: Lung cancer remains a leading cause of cancer-related mortality, and access to low-dose CT screening is limited in resource-constrained settings. This study aimed to develop and evaluate an interpretable machine learning model for preliminary, symptom-based lung cancer risk discrimination using cl...

I. Karymsakova, D. Kozhakhmetova, Dinara Shyrynkhanova et al. · 0 citations

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