Author

Chao Sun

3 papers indexed here

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Oct 2026

Predicting Progressive Pulmonary Fibrosis in Idiopathic Inflammatory Myopathy-associated Interstitial Lung Disease: A Machine Learning Approach Integrating Quantitative CT and Clinical Features.

BACKGROUND The prognosis of progressive pulmonary fibrosis (PPF) in idiopathic inflammatory myopathy-associated interstitial lung disease (IIM-ILD) is poor, and current strategies for predicting its development are limited. This study aimed to use machine learning to integrate quantitative computed tomography (QCT) and...

Chao Sun, Wen-Xin Wu, Yi-Jie Li et al. · Respiratory Medicine · 0 citations

Open access Oct 2026

The role of 18F-FDG PET-CT in predicting progressive pulmonary fibrosis in idiopathic inflammatory myopathy associated interstitial lung disease

Multivariate analysis revealed that bilateral lung SUV max and FVC%pred were associated with the occurrence of PPF, and this nomogram holds potential for clinical application.

Chao Sun, Ze Zhang, Qian-Qian Zhao et al. · Frontiers in Immunology · 0 citations

Open access Oct 2026

Integrated analysis of scRNA-seq and bulk RNA-seq identifies prognostic cell populations and genes in cholangiocarcinoma

Cholangiocarcinoma is a relatively uncommon cancer, accounting for approximately 3% of all gastrointestinal malignancies. However, its global incidence has been steadily rising over the past few decades, and the precise factors driving this increase remain unclear. This study aimed to identify prognosis-related c...

Xi-Fan Wang, Wei V. Zheng, Gai-Li An et al. · BMC Gastroenterology · 0 citations