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

Author

Yi Liao

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Open access Aug 2026

Integrative Multi-omics and machine learning analysis of sphingolipid-associated molecular stratification identifies diagnostic and prognostic signatures in idiopathic pulmonary fibrosis

This study identified sphingolipid-related molecular signatures with potential diagnostic and prognostic value in IPF and highlighted CCDC80 as a candidate profibrotic regulator and further validation in larger and clinically standardized cohorts is required before clinical translation.

Yi Liao, Lingjing Yang, Xiaoshu Liu et al. · 1 citation

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