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Multimodal MRI combined with canonical correlation analysis reveals the coupling relationship between brain functional abnormalities and clinical symptoms in parents who have lost their only child

MAO Yuhong<sup>1</sup>, LUO Yifeng<sup>1*</sup>, CAO Zhihong<sup>1</sup>, LI Yuefeng<sup>1</sup>, GE Jiyuan<sup>1</sup>, LAN Qingyue<sup>1</sup>, QI Rongfeng<sup>2</sup>, WU Luo<sup><sup>,</sup></sup>an<sup>3</sup>, ZHANG Li<sup>4</sup>, LU Guangming<sup>5</sup>

2025,16(12):1-6, 29 | DOI:10.12015/issn.1674-8034.2025.12.001

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Cross-attention fusion of static-dynamic graph convolutional networks for Parkinson<sup><sup>,</sup></sup>s disease diagnosis

TANG Yueshan<sup>1</sup>, ZHANG Xiaofei<sup>2</sup>, LIU Xuejun<sup>1</sup>, YU Mengmeng<sup>1</sup>, CHEN Xue<sup>3</sup>, REN Yande<sup>1*</sup>

2025,16(12):7-13 | DOI:10.12015/issn.1674-8034.2025.12.002

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Default mode network functional connectivity changes in adolescent bipolar disorder patients after short-term treatment

ZHU Pengyu<sup>1</sup>, CHEN Xiong<sup>2</sup>, ZOU Lulu<sup>2</sup>, CHEN Fang<sup>2</sup>, GU Junchen<sup>2</sup>, WANG Yuxi<sup>1</sup>, XIANG Jialin<sup>1</sup>, DENG Xiumin<sup>1</sup>, QIN Kun<sup>1</sup>, AI Chunqi<sup>2</sup>, CHEN Wen<sup>1*</sup>

2025,16(12):14-21 | DOI:10.12015/issn.1674-8034.2025.12.003

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Research on diagnostic and staging models for Parkinson<sup><sup>,</sup></sup>s disease patients using T1 images based on interpretable machine learning

HAO Lu<sup>1</sup>, ZHU Minghui<sup>1</sup>, ZHU Yutong<sup>1</sup>, KALIBUNUER·Mahemuti <sup>1</sup>, WANG Yunling<sup>2</sup>, HANJIAERBIEKE·Kukun <sup>2</sup>, GUAN Yangtai<sup>3*</sup>

2025,16(12):22-29 | DOI:10.12015/issn.1674-8034.2025.12.004

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Glymphatic system alterations and cognitive-emotional impairment in bilateral sudden sensorineural hearing loss: A structural MRI study

FANG Zihuai, XU Xiaomin, CHEN Yuchen, HUANG Hongjie, YIN Xindao<sup>*</sup>

2025,16(12):30-35 | DOI:10.12015/issn.1674-8034.2025.12.005

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Quantitative study on the brain of children with global developmental delay using synthetic MRI techniques

LI Tianyu<sup>1,2,3</sup>, ZHAO Xin<sup>1,2,3</sup>, ZHOU Liang<sup>1,2,3</sup>, WANG Changhao<sup>1,2,3</sup>, LU Lin<sup>1,2,3</sup>, CHENG Meiying<sup>1,2,3</sup>, ZHANG Xiaoan<sup>1,2,3*</sup>

2025,16(12):36-43, 58 | DOI:10.12015/issn.1674-8034.2025.12.006

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Correlation study between brain structural changes and cognitive function in patients with Alzheimer<sup><sup>,</sup></sup>s disease

TIAN Xin<sup>1</sup>, FAN Lihua<sup>1</sup>, WEI Wei<sup>1</sup>, JIANG Mao<sup>2</sup>, YU Nan<sup>1,2</sup>, ZHOU Feng<sup>3</sup>, ZHENG Yunsong<sup>1,2</sup>, CHEN Jing<sup>1*</sup>

2025,16(12):44-51 | DOI:10.12015/issn.1674-8034.2025.12.007

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Non-invasive lateralization of refractory temporal lobe epilepsy using combined hippocampal head glutamate excitotoxicity and structural atrophy based on multimodal MRI

DUAN Xiaoling<sup>1,2,3</sup>, LIU Zhenye<sup>1</sup>, YANG Chao<sup>2</sup>, WANG Xiaoyang<sup>2</sup>, LIAO Yingyong<sup>2</sup>, LIN Qiao<sup>4</sup>, XU Shangwen<sup>2</sup>, LI Hui<sup>1,2,3*</sup>

2025,16(12):52-58 | DOI:10.12015/issn.1674-8034.2025.12.008

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Study of changes in brain functional networks in patients with cerebral small vessel disease under different burdens based on rs-fMRI and graph theory analysis

TAN Xiang, YANG Fan, YU Ruiyi, LI Wenfeng, NAN Yan, ZHANG Lin<sup>*</sup>

2025,16(12):59-65 | DOI:10.12015/issn.1674-8034.2025.12.009

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Application of MUSE-DWI combined with amide proton transfer quantitative imaging in evaluating the consistency of meningiomas

LÜ Hongjie<sup>1</sup>, SUN Meng<sup>2</sup>, LÜ Ruirui<sup>3</sup>, DANG Pei<sup>3</sup>, DONG Lei<sup>3</sup>, HOU Mingli<sup>3</sup>, MA Xinyu<sup>1</sup>, DING Xuefu<sup>1</sup>, WANG Xiaodong<sup>3,4*</sup>

2025,16(12):66-72 | DOI:10.12015/issn.1674-8034.2025.12.010

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Predictive value of radiomics based on dynamic contrast-enhanced MRI for high-grade gliomas and solitary brain metastases

XU Chenxue<sup>1</sup>, LU Haitao<sup>1,2*</sup>, XING Wei<sup>1,2</sup>, ZHANG Yanwen<sup>1,2</sup>, WANG Qiang<sup>3,4</sup>

2025,16(12):73-79 | DOI:10.12015/issn.1674-8034.2025.12.011

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Study on the application of a combined model based on quantitative magnetic resonance parameters and serological indicators for evaluating the activity of Graves<sup><sup>,</sup></sup>s ophthalmopathy

LIU Junhong<sup>1</sup>, SHENG Jiaxi<sup>2</sup>, ZHAO Yang<sup>3</sup>, ZHANG Houning<sup>1*</sup>

2025,16(12):80-86 | DOI:10.12015/issn.1674-8034.2025.12.012

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Diagnostic value of whole-body magnetic resonance imaging for incidental lesions in postoperative breast cancer patients

FANG Fang<sup>1</sup>, ZHANG Dandan<sup>1</sup>, SUN Yu<sup>1</sup>, LEI Lu<sup>1</sup>, SHI Heshui<sup>2</sup>, LÜ Xuefei<sup>1*</sup>

2025,16(12):87-94 | DOI:10.12015/issn.1674-8034.2025.12.013

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The diagnostic value of 5.0 T ultra-high-field MRI susceptibility weighted imaging combined with multi-echo T2<sup>*</sup> mapping in microvascular invasion of hepatocellular carcinoma

LIANG Shuhang<sup>1</sup>, YIN Dawei<sup>2</sup>, FENG Zhichao<sup>3</sup>, LIU Ying<sup>1</sup>, LI Shaopeng<sup>2*</sup>, LIU Lianxin<sup>1</sup>

2025,16(12):95-101 | DOI:10.12015/issn.1674-8034.2025.12.014

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The value of machine learning model constructed based on parameters of DCE-MRI and clinical risk factors in predicting the unstable state of rectal cancer microsatellites

TIAN Zhiwei<sup>1</sup>, WANG Shilong<sup>1</sup>, MAO Xijin<sup>1,2*</sup>

2025,16(12):102-110 | DOI:10.12015/issn.1674-8034.2025.12.015

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The value of nomogram model based on IVIM-MRI radiomics for the noninvasive assessment of renal fibrosis in chronic kidney disease

ZHA Tingting, JIANG Zhenxing, LIU Guoqiang, CHEN Ying, CHEN Jie, XING Wei<sup>*</sup>

2025,16(12):111-116, 124 | DOI:10.12015/issn.1674-8034.2025.12.016

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Prediction of pathological grading in prostate adenocarcinoma based on multiparametric MRI habitat imaging

ZHAI Chengfeng<sup>1,2,3</sup>, YANG Hongkai<sup>2,3</sup>, QI Xuan<sup>2,3</sup>, YANG Xin<sup>1,2,3</sup>, QI Dong<sup>1,2,3</sup>, CHENG Weiqun<sup>1,2,3</sup>, HE Yongsheng<sup>1,2,3*</sup>

2025,16(12):117-124 | DOI:10.12015/issn.1674-8034.2025.12.017

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Diagnostic value of synthetic magnetic resonance imaging combined with amide proton transfer-weighted imaging in the grading of prostate cancer

ZHAO Zeyu, ZHANG Qian, HU Chenhan, QIAO Xiaomeng, BAO Jie, WANG Ximing<sup>*</sup>

2025,16(12):125-131 | DOI:10.12015/issn.1674-8034.2025.12.018

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Radiomics analysis of multi-sequence MRI evaluate lymphovascular space invasion in endometrial carcinoma

SUN Yalin<sup>1</sup>, CHEN Jingya<sup>1</sup>, LAN Qi<sup>1</sup>, XIA Fan<sup>1</sup>, WANG Yuying<sup>1</sup>, CAO Yingying<sup>1</sup>, REN Shuai<sup>1</sup>, PAN Zhaochun<sup>2*</sup>, WANG Zhongqiu<sup>1*</sup>

2025,16(12):132-138, 145 | DOI:10.12015/issn.1674-8034.2025.12.019

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Comparison of MRI radiomics models combined with clinical features for predicting treatment efficacy in adenomyosis after high intensity focused ultrasound using different machine learning algorithm

ZHU Zhijun, HUANG Xiaohua<sup>*</sup>, ZHOU Mengni, LUO Jingxian, LI Yanting, LIU Ziyan, LIU Ziyi

2025,16(12):139-145 | DOI:10.12015/issn.1674-8034.2025.12.020

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Functional magnetic resonance imaging for evaluating the efficacy of high-intensity focused ultrasound in uterine fibroid treatment

ZHANG Pingping<sup>1</sup>, TANG Wen<sup>2</sup>, HE Xueping<sup>1</sup>, YE Yufeng<sup>1*</sup>

2025,16(12):146-151 | DOI:10.12015/issn.1674-8034.2025.12.021

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Research progress of fMRI in the neural mechanisms linking the FTO gene to obesity

ZHANG Xiaolu<sup>1</sup>, LIU Ao<sup>1</sup>, LIN Xinbei<sup>2</sup>, SUN Yongbing<sup>1</sup>, LI Xin<sup>3</sup>, ZOU Zhi<sup>2</sup>, LI Zhonglin<sup>2</sup>, WU Xiaoling<sup>4</sup>, WANG Yong<sup>5</sup>, MA Xiao<sup>6</sup>, HAO Yibin<sup>7</sup>, LIU Min<sup>8</sup>, LI Yongli<sup>9*</sup>

2025,16(12):152-157 | DOI:10.12015/issn.1674-8034.2025.12.022

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Research progress on voxel-based and node-based analyses of functional connectivity alterations in ischemic post-stroke cognitive impairment

WANG Yang<sup>1,2</sup>, LIU Xiao<sup>3</sup>, LI Xiaoling<sup>1*</sup>, WANG Peng<sup>4</sup>, HAN Shengwang<sup>2,5</sup>

2025,16(12):158-164 | DOI:10.12015/issn.1674-8034.2025.12.023

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Research advances on the neurological mechanisms of chronic neck pain: Focusing on neuroimaging evidence of acute-to-chronic transition

LI Jinghu<sup>1</sup>, ZHANG Shuaipan<sup>1</sup>, ZHOU Xin<sup>1</sup>, KONG Lingjun<sup>1</sup>, ZHU Qingguang<sup>2</sup>, REN Jun<sup>1</sup>, JIN Ming<sup>1</sup>, MA Ying<sup>1</sup>, WANG Shoujian<sup>1</sup>, FANG Min<sup>1,2*</sup>

2025,16(12):165-169, 176 | DOI:10.12015/issn.1674-8034.2025.12.024

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Advances in brain MRI research on the association between chronic low back pain and cognitive decline

LI Jinghu<sup>1</sup>, KONG Lingjun<sup>1</sup>, ZHANG Shuaipan<sup>1</sup>, ZHOU Xin<sup>1</sup>, ZHU Qingguang<sup>2</sup>, REN Jun<sup>1</sup>, JIN Ming<sup>1</sup>, MA Ying<sup>1</sup>, WANG Shoujian<sup>1</sup>, FANG Min<sup>1,2*</sup>

2025,16(12):170-176 | DOI:10.12015/issn.1674-8034.2025.12.025

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Progress in research on central mechanisms of rs-fMRI in acupuncture treatment of Alzheimer<sup><sup>,</sup></sup>s disease

XIE Wenting<sup>1</sup>, LI Li<sup>1</sup>, CHEN Yuzhu<sup>2</sup>, WEI Yuting<sup>1</sup>, MA Ling<sup>1</sup>, YAN Xingke<sup>1*</sup>

2025,16(12):177-183, 189 | DOI:10.12015/issn.1674-8034.2025.12.026

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Research advances in the integration of multimodal MRI and artificial intelligence for diagnosis and conversion prediction of mild cognitive impairment

LU Bingchuan<sup>1</sup>, HOU Jian<sup>1,2*</sup>

2025,16(12):184-189 | DOI:10.12015/issn.1674-8034.2025.12.027

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Research progress on evaluating glymphatic system function in sleep disorder patients based on DTI-ALPS

WANG Yuzhu<sup>1,2</sup>, CHEN Wen<sup>1,2</sup>, YANG Bo<sup>1*</sup>

2025,16(12):190-198 | DOI:10.12015/issn.1674-8034.2025.12.028

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Research progress of synthetic MRI in clinical application of head and neck diseases

YU Shengqi<sup>1,2</sup>, ZHENG Bowen<sup>1,2</sup>, ZHOU Yiheng<sup>1,2</sup>, CHEN Siyu<sup>3</sup>, ZHANG Heng<sup>1</sup>, HU Shudong<sup>1</sup>, WANG Peng<sup>1*</sup>

2025,16(12):199-204 | DOI:10.12015/issn.1674-8034.2025.12.029

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Research progress in using radiomics to predict tumor infiltrating lymphocytes in breast cancer

ZHANG Qiyue<sup>1,2</sup>, YAN Deyue<sup>2</sup>, LU Xiaoman<sup>3</sup>, CHEN Mingming<sup>3</sup>, SONG Peiji<sup>2</sup>, OUYANG Aimei<sup>2*</sup>

2025,16(12):205-211 | DOI:10.12015/issn.1674-8034.2025.12.030

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Advances in predicting HER-2 expression status in breast cancer using magnetic resonance imaging

DU Jinxiao<sup>1</sup>, ZHANG Xiaoan<sup>1,2*</sup>

2025,16(12):212-219 | DOI:10.12015/issn.1674-8034.2025.12.031

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Research progress and current status of artificial intelligence based on MR diffusion imaging technology in evaluating cervical cancer

SUN Shihua<sup>1</sup>, ZHANG Jing<sup>1</sup>, MOU Yanan<sup>1</sup>, PANG Yaxuan<sup>1</sup>, LI Xinyuan<sup>1</sup>, YIN Liang<sup>2*</sup>

2025,16(12):220-226 | DOI:10.12015/issn.1674-8034.2025.12.032

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Recent advances in brown adipose tissue imaging using magnetic resonance techniques and their emerging clinical applications

PAN Rutong<sup>1</sup>, OUYANG Qunhui<sup>1</sup>, LIN Chulan<sup>1</sup>, WANG Wei<sup>1</sup>, ZHAN Wenfeng<sup>1</sup>, LI Wuming<sup>1</sup>, ZENG Kejing<sup>2</sup>, CHEN Bo<sup>2</sup>, JIANG Guihua<sup>1</sup>, LIU Ping<sup>1*</sup>

2025,16(12):227-234 | DOI:10.12015/issn.1674-8034.2025.12.033

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