Publications by authors named "Guihan Lin"

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Predicting carotid in-stent restenosis with dual-energy CT: a multicenter study.
Weiming Hu, Guihan Lin, Weiyue Chen, Ting Zhao, Zhuohang Shi

Eur Radiol· November 2025

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MRI-based deep learning model for early TACE response prediction in HCC: multicenter validation with biological insights.
Mingzhen Chen, Zhongwei Zhao, Lingling Zhou, Chunli Kong, Xinyu Guo, Guihan Lin

BMC Cancer· November 2025

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Non-invasive prediction of Central lymph node metastasis in papillary thyroid microcarcinoma with machine learning-based CT radiomics: a multicenter study.
Feng Cheng, Guihan Lin, Weiyue Chen, Yongjun Chen, Rongzhen Zhou

Br J Radiol· October 2025

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Preoperative prediction of the HER2 status and prognosis of patients with endometrial cancer using multiparametric MRI-based radiomics: a multicenter study.
Guihan Lin, Weiyue Chen, Yongjun Chen, Changsheng Shi, Jingjing Cao

Sci Rep· October 2025

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Nomogram for predicting tumor-stroma ratio in pancreatic ductal adenocarcinoma using dual-energy computed tomography.
Weiyue Chen, Guihan Lin, Weibo Mao, Jingjing Cao, Shuiwei Xia

BMC Med Imaging· September 2025

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Predicting symptomatic carotid artery plaques with radiomics-based carotid perivascular adipose tissue characteristics: a multicenter, multiclassifier study.
Ting Zhao, Guihan Lin, Weiyue Chen, Jianhua Wu, Weiming Hu, Lin Shen

BMC Med Imaging· August 2025

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Using Computed Tomography Coronary Angiography to Differentiate Atypical Cardiac Myxoma From Thrombus.
Nannan Zhang, Chuanqiang Lan, Zeliu Du, Guihan Lin, Yi Zhong

J Comput Assist Tomogr· July 2025

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Multiparametric MRI-based Interpretable Machine Learning Radiomics Model for Distinguishing Between Luminal and Non-luminal Tumors in Breast Cancer: A Multicenter Study.
Yi Zhou, Guihan Lin, Weiyue Chen, Yongjun Chen, Changsheng Shi, Ling Chen

Acad Radiol· July 2025

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Multi-DECT image-based radiomics with interpretable machine learning for preoperative prediction of tumor budding grade and prognosis in colorectal cancer: a dual-center study.
Guihan Lin, Weiyue Chen, Yongjun Chen, Jingjing Cao, Weibo Mao

Abdom Radiol (NY)· July 2025

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MRI-based multiregional radiomics for preoperative prediction of Ki-67 expression in meningiomas: a two-center study.
Ming Luo, Guihan Lin, Duoning Chen, Weiyue Chen, Shuiwei Xia

Front Neurol· July 2025

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Dual-energy computed tomography for predicting histological grading and survival in patients with pancreatic ductal adenocarcinoma.
Weiyue Chen, Guihan Lin, Xia Li, Ye Feng, Weibo Mao

Eur Radiol· May 2025

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Development and Validation of a Machine Learning Radiomics Model based on Multiparametric MRI for Predicting Progesterone Receptor Expression in Meningioma: A Multicenter Study.
Guihan Lin, Weiyue Chen, Yongjun Chen, Changsheng Shi, Qianqian Cao

Acad Radiol· April 2025

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Multiparametric MRI-based radiomics and clinical nomogram predicts the recurrence of hepatocellular carcinoma after postoperative adjuvant transarterial chemoembolization.
Xinyu Guo, Jingjing Song, Lingyi Zhu, Shuang Liu, Chaoming Huang, Lingling Zhou, Guihan Lin

BMC Cancer· April 2025

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A multimodal MRI-based machine learning framework for classifying cognitive impairment in cerebral small vessel disease.
Guihan Lin, Weiyue Chen, Yongkang Geng, Bo Peng, Surui Liu

Sci Rep· April 2025

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Intratumoral and peritumoral CT radiomics in predicting anaplastic lymphoma kinase mutations and survival in patients with lung adenocarcinoma: a multicenter study.
Weiyue Chen, Guihan Lin, Ye Feng, Yongjun Chen, Yanjun Li

Cancer Imaging· March 2025

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Radiomics based on dual-energy CT virtual monoenergetic images to identify symptomatic carotid plaques: a multicenter study.
Weiming Hu, Guihan Lin, Weiyue Chen, Jianhua Wu, Ting Zhao, Lin Shen

Sci Rep· March 2025

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Machine Learning Radiomics-Based Prediction of Non-sentinel Lymph Node Metastasis in Chinese Breast Cancer Patients with 1-2 Positive Sentinel Lymph Nodes: A Multicenter Study.
Guihan Lin, Weiyue Chen, Yingying Fan, Yi Zhou, Xia Li

Acad Radiol· August 2024

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Dual-energy computed tomography for predicting cervical lymph node metastasis in laryngeal squamous cell carcinoma.
Jianfei Tu, Guihan Lin, Weiyue Chen, Feng Cheng, Haifeng Ying

Heliyon· August 2024

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Prediction of the Ki-67 expression level in head and neck squamous cell carcinoma with machine learning-based multiparametric MRI radiomics: a multicenter study.
Weiyue Chen, Guihan Lin, Yongjun Chen, Feng Cheng, Xia Li

BMC Cancer· April 2024

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Non-invasive prediction model of axillary lymph node status in patients with early-stage breast cancer: a feasibility study based on dynamic contrast-enhanced-MRI radiomics.
Weiyue Chen, Guihan Lin, Chunli Kong, Xulu Wu, Yumin Hu

Br J Radiol· February 2024

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Development and Validation of a Dual-Energy CT-Based Model for Predicting the Number of Central Lymph Node Metastases in Clinically Node-Negative Papillary Thyroid Carcinoma.
Weiyue Chen, Guihan Lin, Feng Cheng, Chunli Kong, Xia Li

Acad Radiol· January 2024

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Predictive Models for Colon Adenocarcinoma Diagnosis, Prognosis, and Immune Microenvironment Based on 2 Hypoxia-Related Genes: KDM3A and ENO3.
Chunli Kong, Liyun Zheng, Shiji Fang, Minjiang Chen, Guihan Lin

Technol Cancer Res Treat· November 2023

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The value of computed tomography perfusion deficit volumes in acute isolated brainstem infarction.
Pengjun Chen, Yiying Pan, Jingke Wang, Junguo Hui, Ruijie Gao, Guihan Lin

Front Neurol· October 2023

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Development and validation of convolutional neural network-based model to predict the risk of sentinel or non-sentinel lymph node metastasis in patients with breast cancer: a machine learning study.
Mingzhen Chen, Chunli Kong, Guihan Lin, Weiyue Chen, Xinyu Guo

EClinicalMedicine· September 2023

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Prediction of placenta accreta spectrum with nomogram combining radiomic and clinical factors: A novel developed and validated integrative model.
Yumin Hu, Weiyue Chen, Chunli Kong, Guihan Lin, Xia Li, Ling Chen

Int J Gynaecol Obstet· August 2023

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