Cellularity habitat-based MRI radiomics for non-invasive grading and IDH mutation prediction in adult-type diffuse glioma.

Xin Zhen

Fangrong Liang Xin Zhen Jiaxin Lin Junjie Li Jie Zhan Ruili Wei Wanli Zhang Yujie He Mengni Wu Yongzhou Xu Yaou Liu Shengsheng Lai Ruimeng Yang Cellularity habitat-based MRI radiomics for non-invasive grading and IDH mutation prediction in adult-type diffuse glioma. 2026 December 114 26 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-026-02182-w db/journals/bmcmi/bmcmi26.html#LiangZLLZWZHWXLLY26 streams/journals/bmcmi

Jie Zhan Lei Sun Enming Cui Zhitao Yang Ting Zhang Yanqing Yu Panqi Xu Jiayue Chen Xin Zhen Ruimeng Yang Machine learning-based radiomics from multiparametric MRI for predicting aggressive pathology in clear cell renal cell carcinoma. 510 2025 December 25 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-025-02046-9 db/journals/bmcmi/bmcmi25.html#ZhanSCYZYXCZY25 streams/journals/bmcmi

Qiang He Xuetao Wang Chunya Cai Lin Zhu Bailin Zhang Geng Yang Wanwei Jian Linjing Wang Xin Zhen A hierarchical multi-channel multi-modality fusion strategy for integrating digital mammography and synthesized digital breast tomosynthesis for breast mass discrimination. 2025 11 Complex Intell. Syst. 9 https://doi.org/10.1007/s40747-025-02013-5 db/journals/comintsys/comintsys11.html#HeWCZZYJWZ25 streams/journals/comintsys

Weixiong Zhong Jincheng Xie Ruimeng Yang Linjing Wang Xin Zhen Discriminative latent representation harmonization of multicenter medical data. 126659 2025 271 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.126659 db/journals/eswa/eswa271.html#ZhongXYWZ25 streams/journals/eswa

Chuixing Wu Jincheng Xie Fangrong Liang Weixiong Zhong Ruimeng Yang Yuankui Wu Tao Liang Linjing Wang Xin Zhen REPAIR: Reciprocal assistance imputation-representation learning for glioma diagnosis with incomplete MRI sequences. 103634 2025 103 Medical Image Anal. https://doi.org/10.1016/j.media.2025.103634 db/journals/mia/mia103.html#WuXLZYWLWZ25 streams/journals/mia

Xuetao Wang Qiang He Wanwei Jian Haoyu Meng Bailin Zhang Huaizhi Jin Geng Yang Lin Zhu Linjing Wang Xin Zhen Hybrid feature ranking and classifier aggregation based on multi-criteria decision-making. 122193 2024 March 238 Expert Syst. Appl. Part E https://doi.org/10.1016/j.eswa.2023.122193 db/journals/eswa/eswa238.html#WangHJMZJYZWZ24

Tianlan Mo Linjing Wang Yuliang Wu Junrong Huang Weikun Liu Ruimeng Yang Xin Zhen Classifier ensemble with evolutionary optimisation enforced random projections. 119845 2023 July 222 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2023.119845 db/journals/eswa/eswa222.html#MoWWHLYZ23

Linjing Wang Tianlan Mo Xuetao Wang Wentao Chen Qiang He Xin Li Shuxu Zhang Ruimeng Yang Jialiang Wu Xuejun Gu Jun Wei Peiliang Xie Linghong Zhou Xin Zhen A hierarchical fusion framework to integrate homogeneous and heterogeneous classifiers for medical decision-making. 106517 2021 212 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2020.106517 db/journals/kbs/kbs212.html#WangMWCHLZYWGWX21

Linjing Wang Qiang He Xuetao Wang Ting Song Xin Li Shuxu Zhang Genggeng Qin Weiguo Chen Linghong Zhou Xin Zhen Multi-criterion decision making-based multi-channel hierarchical fusion of digital breast tomosynthesis and digital mammography for breast mass discrimination. 107303 2021 228 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2021.107303 db/journals/kbs/kbs228.html#WangHWSLZQCZZ21

Anni Zhong Bin Li 0047 Ning Luo 0005 Yuan Xu 0006 Linghong Zhou Xin Zhen Image Restoration for Low-Dose CT via Transfer Learning and Residual Network. 112078-112091 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3002534 https://www.wikidata.org/entity/Q113089323 db/journals/access/access8.html#ZhongLLXZZ20

Qiang He Xin Li D. W. Nathan Kim Xun Jia Xuejun Gu Xin Zhen Linghong Zhou Feasibility study of a multi-criteria decision-making based hierarchical model for multi-modality feature and multi-classifier fusion: Applications in medical prognosis prediction. 207-219 2020 55 Inf. Fusion https://doi.org/10.1016/j.inffus.2019.09.001 https://www.wikidata.org/entity/Q127285791 db/journals/inffus/inffus55.html#HeLKJGZZ20

Qiyuan Jia Yongbao Li Aiqian Wu Futong Guo Mengke Qi Yanhua Mai Fantu Kong Xin Zhen Linghong Zhou Ting Song OAR Dose Distribution Prediction and gEUD Based Automatic Treatment Planning Optimization for Intensity Modulated Radiotherapy. 141426-141437 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2942393 db/journals/access/access7.html#JiaLWGQMKZZS19

Zhengfa Hu Haixia Xiao Xin Zhen Template selection algorithm for NR-based image feature extraction. 1143-1147 2014 ICNC https://doi.org/10.1109/ICNC.2014.6976002 conf/icnc/2014 db/conf/icnc/icnc2014.html#HuXZ14 Yoshitsugu Manabe Xin Zhen Seiji Inokuchi Estimation of illuminant spectral distribution with geometrical information from spectral image. 1464-1466 1998 ICPR https://doi.org/10.1109/ICPR.1998.711981 https://doi.ieeecomputersociety.org/10.1109/ICPR.1998.711981 https://www.wikidata.org/entity/Q108808666 conf/icpr/1998 db/conf/icpr/icpr1998.html#ManabeZI98 Chunya Cai Jiayue Chen Weiguo Chen Wentao Chen Enming Cui Xuejun Gu Futong Guo Qiang He Yujie He Zhengfa Hu Junrong Huang Seiji Inokuchi Qiyuan Jia Xun Jia Wanwei Jian Huaizhi Jin D. W. Nathan Kim Fantu Kong Shengsheng Lai Bin Li 0047 Junjie Li Xin Li Yongbao Li Fangrong Liang Tao Liang Jiaxin Lin Weikun Liu Yaou Liu Ning Luo 0005 Yanhua Mai Yoshitsugu Manabe Haoyu Meng Tianlan Mo Mengke Qi Genggeng Qin Ting Song Lei Sun Linjing Wang Xuetao Wang Jun Wei Ruili Wei Aiqian Wu Chuixing Wu Jialiang Wu Mengni Wu Yuankui Wu Yuliang Wu Haixia Xiao Jincheng Xie Peiliang Xie Panqi Xu Yongzhou Xu Yuan Xu 0006 Geng Yang Ruimeng Yang Zhitao Yang Yanqing Yu Jie Zhan Bailin Zhang Shuxu Zhang Ting Zhang Wanli Zhang Anni Zhong Weixiong Zhong Linghong Zhou Lin Zhu