Deep Learning vs. Radiomics for Predicting Axillary Lymph Node Metastasis of Breast Cancer Using Ultrasound Images: Don't Forget the Peritumoral Region
Sun, Qiuchang, Lin, Xiaona, Zhao, Yuanshen, Li, Ling, Yan, Kai, Liang, Dong, Sun, Desheng, Li, Zhi-Cheng
Published in Frontiers in oncology (31.01.2020)
Published in Frontiers in oncology (31.01.2020)
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Journal Article
Multiregional radiomics features from multiparametric MRI for prediction of MGMT methylation status in glioblastoma multiforme: A multicentre study
Li, Zhi-Cheng, Bai, Hongmin, Sun, Qiuchang, Li, Qihua, Liu, Lei, Zou, Yan, Chen, Yinsheng, Liang, Chaofeng, Zheng, Hairong
Published in European radiology (01.09.2018)
Published in European radiology (01.09.2018)
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Journal Article
Validation of CT radiomics for prediction of distant metastasis after surgical resection in patients with clear cell renal cell carcinoma: exploring the underlying signaling pathways
Zhao, Yuanshen, Liu, Guiqin, Sun, Qiuchang, Zhai, Guangtao, Wu, Guangyu, Li, Zhi-Cheng
Published in European radiology (01.07.2021)
Published in European radiology (01.07.2021)
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Journal Article
Predicting 1p/19q co-deletion status from magnetic resonance imaging using deep learning in adult-type diffuse lower-grade gliomas: a discovery and validation study
Yan, Jing, Zhang, Shenghai, Sun, Qiuchang, Wang, Weiwei, Duan, Wenchao, Wang, Li, Ding, Tianqing, Pei, Dongling, Sun, Chen, Wang, Wenqing, Liu, Zhen, Hong, Xuanke, Wang, Xiangxiang, Guo, Yu, Li, Wencai, Cheng, Jingliang, Liu, Xianzhi, Li, Zhi-Cheng, Zhang, Zhenyu
Published in Laboratory investigation (01.02.2022)
Published in Laboratory investigation (01.02.2022)
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Journal Article
Neuropathologist-level integrated classification of adult-type diffuse gliomas using deep learning from whole-slide pathological images
Wang, Weiwei, Zhao, Yuanshen, Teng, Lianghong, Yan, Jing, Guo, Yang, Qiu, Yuning, Ji, Yuchen, Yu, Bin, Pei, Dongling, Duan, Wenchao, Wang, Minkai, Wang, Li, Duan, Jingxian, Sun, Qiuchang, Wang, Shengnan, Duan, Huanli, Sun, Chen, Guo, Yu, Luo, Lin, Guo, Zhixuan, Guan, Fangzhan, Wang, Zilong, Xing, Aoqi, Liu, Zhongyi, Zhang, Hongyan, Cui, Li, Zhang, Lan, Jiang, Guozhong, Yan, Dongming, Liu, Xianzhi, Zheng, Hairong, Liang, Dong, Li, Wencai, Li, Zhi-Cheng, Zhang, Zhenyu
Published in Nature communications (11.10.2023)
Published in Nature communications (11.10.2023)
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Journal Article
Multiregional radiomics profiling from multiparametric MRI: Identifying an imaging predictor of IDH1 mutation status in glioblastoma
Li, Zhi‐Cheng, Bai, Hongmin, Sun, Qiuchang, Zhao, Yuanshen, Lv, Yanchun, Zhou, Jian, Liang, Chaofeng, Chen, Yinsheng, Liang, Dong, Zheng, Hairong
Published in Cancer medicine (Malden, MA) (01.12.2018)
Published in Cancer medicine (Malden, MA) (01.12.2018)
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Journal Article
Imaging phenotypes from MRI for the prediction of glioma immune subtypes from RNA sequencing: A multicenter study
Duan, Jingxian, Zhang, Zhenyu, Chen, Yinsheng, Zhao, Yuanshen, Sun, Qiuchang, Wang, Weiwei, Zheng, Hairong, Liang, Dong, Cheng, Jingliang, Yan, Jing, Li, Zhi‐Cheng
Published in Molecular oncology (01.04.2023)
Published in Molecular oncology (01.04.2023)
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Journal Article
Radiomic features from multiparametric magnetic resonance imaging predict molecular subgroups of pediatric low-grade gliomas
Liu, Zhen, Hong, Xuanke, Wang, Linglong, Ma, Zeyu, Guan, Fangzhan, Wang, Weiwei, Qiu, Yuning, Zhang, Xueping, Duan, Wenchao, Wang, Minkai, Sun, Chen, Zhao, Yuanshen, Duan, Jingxian, Sun, Qiuchang, Liu, Lin, Ding, Lei, Ji, Yuchen, Yan, Dongming, Liu, Xianzhi, Cheng, Jingliang, Zhang, Zhenyu, Li, Zhi-Cheng, Yan, Jing
Published in BMC cancer (11.09.2023)
Published in BMC cancer (11.09.2023)
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Journal Article
Deep learning features from diffusion tensor imaging improve glioma stratification and identify risk groups with distinct molecular pathway activities
Yan, Jing, Zhao, Yuanshen, Chen, Yinsheng, Wang, Weiwei, Duan, Wenchao, Wang, Li, Zhang, Shenghai, Ding, Tianqing, Liu, Lei, Sun, Qiuchang, Pei, Dongling, Zhan, Yunbo, Zhao, Haibiao, Sun, Tao, Sun, Chen, Wang, Wenqing, Liu, Zhen, Hong, Xuanke, Wang, Xiangxiang, Guo, Yu, Li, Wencai, Cheng, Jingliang, Liu, Xianzhi, Lv, Xiaofei, Li, Zhi-Cheng, Zhang, Zhenyu
Published in EBioMedicine (01.10.2021)
Published in EBioMedicine (01.10.2021)
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Journal Article
Biologic Pathways Underlying Prognostic Radiomics Phenotypes from Paired MRI and RNA Sequencing in Glioblastoma
Sun, Qiuchang, Chen, Yinsheng, Liang, Chaofeng, Zhao, Yuanshen, Lv, Xiaofei, Zou, Yan, Yan, Kai, Zheng, Hairong, Liang, Dong, Li, Zhi-Cheng
Published in Radiology (01.12.2021)
Published in Radiology (01.12.2021)
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Journal Article
A Fully-Automatic Multiparametric Radiomics Model: Towards Reproducible and Prognostic Imaging Signature for Prediction of Overall Survival in Glioblastoma Multiforme
Li, Qihua, Bai, Hongmin, Chen, Yinsheng, Sun, Qiuchang, Liu, Lei, Zhou, Sijie, Wang, Guoliang, Liang, Chaofeng, Li, Zhi-Cheng
Published in Scientific reports (30.10.2017)
Published in Scientific reports (30.10.2017)
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Journal Article
Radiomics nomogram for preoperative prediction of progression-free survival using diffusion-weighted imaging in patients with muscle-invasive bladder cancer
Zhang, Shenghai, Song, Mengfan, Zhao, Yuanshen, Xu, Shuaishuai, Sun, Qiuchang, Zhai, Guangtao, Liang, Dong, Wu, Guangyu, Li, Zhi-Cheng
Published in European journal of radiology (01.10.2020)
Published in European journal of radiology (01.10.2020)
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Journal Article
Multi-task learning for concurrent survival prediction and semi-supervised segmentation of gliomas in brain MRI
Wu, Wenxia, Yan, Jing, Zhao, Yuanshen, Sun, Qiuchang, Zhang, Huailing, Cheng, Jingliang, Liang, Dong, Chen, Yinsheng, Zhang, Zhenyu, Li, Zhi-Cheng
Published in Displays (01.07.2023)
Published in Displays (01.07.2023)
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Journal Article
A radio-pathologic integrated model for prediction of lymph node metastasis stage in patients with gastric cancer
Zhao, Yuanshen, Li, Longsong, Han, Ke, Li, Tao, Duan, Jingxian, Sun, Qiuchang, Zhu, Chaofan, Liang, Dong, Chai, Ningli, Li, Zhi-Cheng
Published in Abdominal imaging (01.11.2023)
Published in Abdominal imaging (01.11.2023)
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Journal Article
Image-based deep learning identifies glioblastoma risk groups with genomic and transcriptomic heterogeneity: a multi-center study
Yan, Jing, Sun, Qiuchang, Tan, Xiangliang, Liang, Chaofeng, Bai, Hongmin, Duan, Wenchao, Mu, Tianhao, Guo, Yang, Qiu, Yuning, Wang, Weiwei, Yao, Qiaoli, Pei, Dongling, Zhao, Yuanshen, Liu, Danni, Duan, Jingxian, Chen, Shifu, Sun, Chen, Wang, Wenqing, Liu, Zhen, Hong, Xuanke, Wang, Xiangxiang, Guo, Yu, Xu, Yikai, Liu, Xianzhi, Cheng, Jingliang, Li, Zhi-Cheng, Zhang, Zhenyu
Published in European radiology (01.02.2023)
Published in European radiology (01.02.2023)
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Journal Article
Automatic Extraction of MRI Radiomics Features in Glioblastoma Multiforme: A Reproducibility Evaluation
Zhi-Cheng Li, Yinsheng Chen, Qihua Li, Qiuchang Sun, Ronghui Luo
Published in 2017 3rd IEEE International Conference on Cybernetics (CYBCONF) (01.06.2017)
Published in 2017 3rd IEEE International Conference on Cybernetics (CYBCONF) (01.06.2017)
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Conference Proceeding
3D Deep Attention Network for Survival Prediction from Magnetic Resonance Images in Glioblastoma
Liu, Zijia, Sun, Qiuchang, Bai, Hongmin, Liang, Chaofeng, Chen, Yinsheng, Li, Zhi-Cheng
Published in 2019 IEEE International Conference on Image Processing (ICIP) (01.09.2019)
Published in 2019 IEEE International Conference on Image Processing (ICIP) (01.09.2019)
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Conference Proceeding