4 results found

Jiaxuan Tian, Jinghui Dong, Guangqian Ren, Xiaomeng Li, Lihong Xing, Liyong Zhuo, Xueyan Liu, Shuo Dai, Yanyan Zhang, Hongjun Li, Xiaoping Yin, Linyan Xue

Objective To develop and validate a Union Model integrating clinical features with radiomics signatures derived from intratumoral and peritumoral T2-weighted imaging (T2WI) and diffusion-weighted imag...

BMC Cancer 2026-04-22 rs-9155751
Intrahepatic mass-forming cholangiocarcinoma p53 Magnetic resonance imaging Radiomics Peritumoral

Haiming Lyu, Yingying Shi, Wenhui Nian, Kaixiang Zhang, Weijin Su

Background: Viral pneumonia (VP) is a common complication in patients with hematologic malignancies (HM). This study aimed to construct and validate an interpretable prognostic prediction model for VP...

Scientific Reports 2026-04-21 rs-9157202
VP Deep learning Radiomics SHAP Predictive medicine Retrospective study

Qiang Fei, Xiaoli Mei, Jiacheng Zhao, Yili Xing, Yuanbin Li, Mei Yang, Jingnan Xue, Luying Qi, Yifeng Zheng, Hongxing Zhao, Hupo Bian

Background and Objective: Chronic obstructive pulmonary disease (COPD) is a widespread and severely disabling respiratory disorder that places a substantial burden on global healthcare systems. Precis...

BMC Pulmonary Medicine 2026-04-21 rs-9272720
Chronic Obstructive Pulmonary Disease Radiomics Deep Learning Prediction Model

Ayşe SAY, Atalay DOĞRU, Münteha ÇAKMAKCI SÖZEN, Mustafa KAYAN, Zübeyde UĞURLU, Fatma GÜR HATİP, Zekai Emre SEVGİLİOĞLU, Sefa TÜRKOĞLU

Background/purpose : Interstitial lung disease (ILD) is an important factor determining the course of systemic sclerosis (SSc). Quantitative high-resolution computed tomography (HRCT) radiomics can ai...

Research Square 2026-04-20 rs-9332639
Radiomics Machine learning Scleroderma Systemic Lung Diseases Interstitial Tomography X-Ray Computed Logistic Models
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