Publications by authors named "Jiulou Zhang"

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Predicting futile recanalization before mechanical thrombectomy: the added value of CT imaging markers.
Yue Wang, Ting Li, Pengfei Wu, Yuezhou Cao, Haibin Shi, Jiulou Zhang

Neuroradiology· September 2025

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Machine learning based differential diagnosis of schizophrenia, major depression disorder and bipolar disorder using structural magnetic resonance imaging.
Peiyu Cao, Runda Li, Yuting Li, Yingbo Dong, Yilin Tang, Jiulou Zhang

J Affect Disord· August 2025

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The clinical value of radiomics models based on multi-parameter MRI features in evaluating the different expression status of HER2 in breast cancer.
Tingting Liu, Jialu Lin, Jiulou Zhang, Jianjuan Lou, Qigui Zou

Acta Radiol· June 2025

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Region-guided focal adversarial learning for CT-to-MRI translation: A proof-of-concept and validation study in hepatocellular carcinoma.
Yi-Fan Xia, Meng Zeng, Shu-Wen Sun, Qiu-Ping Liu, Jiu-Lou Zhang, Yu-Dong Zhang

Med Phys· May 2025

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LW-CTrans: A lightweight hybrid network of CNN and Transformer for 3D medical image segmentation.
Hulin Kuang, Yahui Wang, Xianzhen Tan, Jialin Yang, Jiarui Sun, Jingyang Zhang, Jiulou Zhang

Med Image Anal· May 2025

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Predicting relative efficacy of anthracyclines and taxanes in breast cancer neoadjuvant AC-T chemotherapy using longitudinal MRI radiomic model.
Kaiwen Liu, Ran Zheng, Jiulou Zhang, Siqi Wang, Yingying Jin

Front Oncol· May 2025

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Interpretable Radiomics Model Predicts Nanomedicine Tumor Accumulation Using Routine Medical Imaging.
Jiajia Tang, Jie Zhang, Yang Li, Yongzhi Hu, Doudou He, Jiulou Zhang

Adv Mater· March 2025

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Prediction of acute pancreatitis severity based on early CT radiomics.
Mingyao Qi, Chao Lu, Rao Dai, Jiulou Zhang, Hui Hu

BMC Med Imaging· November 2024

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MRI-based radiomics signature: a potential imaging biomarker for prediction of microvascular invasion in combined hepatocellular-cholangiocarcinoma.
Guofeng Zhou, Yang Zhou, Xun Xu, Jiulou Zhang, Chen Xu

Abdom Radiol (NY)· January 2024

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Prediction of pathological complete response of breast cancer patients who received neoadjuvant chemotherapy with a nomogram based on clinicopathologic variables, ultrasound, and MRI.
Man-Qi Zhang, Xin-Pei Liu, Yu Du, Hai-Ling Zha, Xiao-Ming Zha, Jiu-Lou Zhang

Br J Radiol· January 2024

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Radiomics features from whole thyroid gland tissue for prediction of cervical lymph node metastasis in the patients with papillary thyroid carcinoma.
Siyuan Lu, Yongzhen Ren, Chao Lu, Xiaoqin Qian, Yingzhao Liu, Jiulou Zhang

J Cancer Res Clin Oncol· November 2023

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Acute Vertebrobasilar Artery Occlusion with Underlying Atherosclerosis: Balloon Angioplasty Combined with Tirofiban as Initial Salvage Therapy.
Kun Liang, Jiulou Zhang, Linbo Zhao, Yuezhou Cao, Lei Jiang

World Neurosurg· November 2023

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Radiomics features on computed tomography reflect thrombus histological age prior to endovascular treatment of acute ischemic stroke.
Chendong Wang, Tao Li, Zhenyu Jia, Kai Qiu, Runhao Jiang, Jiulou Zhang

J Stroke Cerebrovasc Dis· November 2023

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Interpretable XGBoost-SHAP Model Predicts Nanoparticles Delivery Efficiency Based on Tumor Genomic Mutations and Nanoparticle Properties.
Xingqun Ma, Yuxia Tang, Chuanbing Wang, Yang Li, Jiulou Zhang

ACS Appl Bio Mater· October 2023

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Two-stage deep learning method for sparse-view fluorescence molecular tomography reconstruction.
Xuanxuan Zhang, Yunfei Jia, Jiapei Cui, Jiulou Zhang, Xu Cao, Lin Zhang, Guanglei Zhang

J Opt Soc Am A Opt Image Sci Vis· July 2023

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An integrated radiomics nomogram based on conventional ultrasound improves discriminability between fibroadenoma and pure mucinous carcinoma in breast.
Hui Wang, Hailing Zha, Yu Du, Cuiying Li, Jiulou Zhang

Front Oncol· June 2023

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Radiomics analysis of CT imaging improves preoperative prediction of cervical lymph node metastasis in laryngeal squamous cell carcinoma.
Xingguo Zhao, Wenming Li, Jiulou Zhang, Shui Tian, Yang Zhou

Eur Radiol· February 2023

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Image restoration for blurry optical images caused by photon diffusion with deep learning.
Xuanxuan Zhang, Jiapei Cui, Yunfei Jia, Peng Zhang, Fan Song, Jiulou Zhang, Lin Zhang, Guanglei Zhang

J Opt Soc Am A Opt Image Sci Vis· January 2023

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Construction and validation of a personalized nomogram of ultrasound for pretreatment prediction of breast cancer patients sensitive to neoadjuvant chemotherapy.
Man-Qi Zhang, Yu Du, Hai-Ling Zha, Xin-Pei Liu, Meng-Jun Cai, Jiu-Lou Zhang

Br J Radiol· December 2022

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Microstructural changes of white matter assessed with diffusional kurtosis imaging in extremely preterm infants with severe intraventricular hemorrhage.
Li-Min Guo, Meng Zhao, Yue Cai, Na Li, Xiao-Quan Xu, Xuan Zhang, Jiu-Lou Zhang

Front Pediatr· December 2022

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Self-Training Strategy Based on Finite Element Method for Adaptive Bioluminescence Tomography Reconstruction.
Xuanxuan Zhang, Xu Cao, Peng Zhang, Fan Song, Jiulou Zhang, Lin Zhang, Guanglei Zhang

IEEE Trans Med Imaging· October 2022

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T -Weighted MR Imaging-Derived Radiomics for Pretreatment Determination of Therapeutic Response to Glucocorticoid in Patients With Thyroid-Associated Ophthalmopathy: Comparison With Semiquantitative Evaluation.
Hao Hu, Lu Chen, Jiu-Lou Zhang, Wen Chen, Huan-Huan Chen

J Magn Reson Imaging· September 2022

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Use of Machine Learning Algorithms to Predict the Outcomes of Mechanical Thrombectomy in Acute Ischemic Stroke Patients With an Extended Therapeutic Time Window.
Shanshan Lu, Jiulou Zhang, Rongrong Wu, Yuezhou Cao, Xiaoquan Xu

J Comput Assist Tomogr· September 2022

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DCE-MRI based radiomics nomogram for preoperatively differentiating combined hepatocellular-cholangiocarcinoma from mass-forming intrahepatic cholangiocarcinoma.
Yang Zhou, Guofeng Zhou, Jiulou Zhang, Chen Xu, Feipeng Zhu

Eur Radiol· July 2022

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Multiparametric magnetic resonance imaging for differentiating active from inactive thyroid-associated ophthalmopathy: Added value from magnetization transfer imaging.
Hao Hu, Lu Chen, Jiang Zhou, Wen Chen, Huan-Huan Chen, Jiu-Lou Zhang

Eur J Radiol· June 2022

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