Zixin Shu

14 papers Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
LingLanMiDian: Systematic Evaluation of LLMs on TCM Knowledge and Clinical Reasoning.
CoRR
Rui Hua, Yu Wei, Zixin Shu, Kai Chang, Dengying Yan, Jianan Xia, Zeyu Liu, Hui Zhu, Shujie Song, Mingzhong Xiao, Xiaodong Li, Dongmei Jia, Zhuye Gao, Yanyan Meng, Naixuan Zhao, Yu Fu, Haibin Yu, Benman Yu, Yuanyuan Chen, Fei Dong, Zhizhou Meng, Pengcheng Yang, Songxue Zhao, Lijuan Pei, Yunhui Hu, Kan Ding, Jiayuan Duan, Wenmao Yin, Yang Gu, Runshun Zhang, Qiang Zhu, Jian Yu, Jiansheng Li, Baoyan Liu, Wenjia Wang, Xuezhong Zhou
2024 J jnl
DAPNet: multi-view graph contrastive network incorporating disease clinical and molecular associations for disease progression prediction.
BMC Medical Informatics Decis. Mak.
Haoyu Tian, Xiong He, Kuo Yang, Xinyu Dai, Yiming Liu, Fengjin Zhang, Zixin Shu, Qiguang Zheng, Shihua Wang, Jianan Xia, Tiancai Wen, Baoyan Liu, Jian Yu, Xuezhong Zhou
2024 J jnl
Deep representation learning from electronic medical records identifies distinct symptom based subtypes and progression patterns for COVID-19 prognosis.
Int. J. Medical Informatics
Qiguang Zheng, Qifan Shen, Zixin Shu, Kai Chang, Kunyu Zhong, Yuhang Yan, Jia Ke, Jingjing Huang, Rui Su, Jianan Xia, Xuezhong Zhou
2024 J jnl
ISPO: An Integrated Ontology of Symptom Phenotypes for Semantic Integration of Traditional Chinese Medical Data.
CoRR
Zixin Shu, Rui Hua, Dengying Yan, Chenxia Lu, Ning Xu, Jun Li, Hui Zhu, Jia Zhang, Dan Zhao, Chenyang Hui, Junqiu Ye, Chu Liao, Qi Hao, Wen Ye, Cheng Luo, Xinyan Wang, Chuang Cheng, Xiaodong Li, Baoyan Liu, Xiaji Zhou, Runshun Zhang, Min Xu, Xuezhong Zhou
2024 J jnl
KDGene: knowledge graph completion for disease gene prediction using interactional tensor decomposition.
Briefings Bioinform.
Xinyan Wang, Kuo Yang, Ting Jia, Fanghui Gu, Chongyu Wang, Kuan Xu, Zixin Shu, Jianan Xia, Qiang Zhu, Xuezhong Zhou
2024 J jnl
Lingdan: enhancing encoding of traditional Chinese medicine knowledge for clinical reasoning tasks with large language models.
J. Am. Medical Informatics Assoc.
Rui Hua, Xin Dong, Yu Wei, Zixin Shu, Pengcheng Yang, Yunhui Hu, Shuiping Zhou, He Sun, Kaijing Yan, Xijun Yan, Kai Chang, Xiaodong Li, Yuning Bai, Runshun Zhang, Wenjia Wang, Xuezhong Zhou
2023 J jnl
Knowledge Graph Completion based on Tensor Decomposition for Disease Gene Prediction.
CoRR
Xinyan Wang, Ting Jia, Chongyu Wang, Kuan Xu, Zixin Shu, Kuo Yang, Xuezhong Zhou
2022 J jnl
PDGNet: Predicting Disease Genes Using a Deep Neural Network With Multi-View Features.
IEEE ACM Trans. Comput. Biol. Bioinform.
Kuo Yang, Yi Zheng, Kezhi Lu, Kai Chang, Ning Wang, Zixin Shu, Jian Yu, Baoyan Liu, Zhuye Gao, Xuezhong Zhou
2022 — conf
RESurv: A Deep Survival Analysis Model to Reveal Population Heterogeneity by Individual Risk.
BIBM
Qiguang Zheng, Qifan Shen, Xin Su, Kuo Yang, Zixin Shu, Xuezhong Zhou
2021 — conf
TCMPR: TCM Prescription recommendation based on subnetwork term mapping and deep learning.
BIBM
Xin Dong, Yi Zheng, Zixin Shu, Kai Chang, Dengying Yan, Jianan Xia, Qiang Zhu, Kunyu Zhong, Xinyan Wang, Kuo Yang, Xuezhong Zhou
2020 J jnl
Integrated network analysis of symptom clusters across disease conditions.
J. Biomed. Informatics
Kezhi Lu, Kuo Yang, Edouard Niyongabo, Zixin Shu, Jingjing Wang, Kai Chang, Qunsheng Zou, Jiyue Jiang, Caiyan Jia, Baoyan Liu, Xuezhong Zhou
2020 — conf
Network-based gene prediction for TCM symptoms.
BIBM
Yinyan Wang, Kuo Yang, Zixin Shu, Dengying Yan, Xuezhong Zhou
2019 J jnl
HerGePred: Heterogeneous Network Embedding Representation for Disease Gene Prediction.
IEEE J. Biomed. Health Informatics
Kuo Yang, Ruyu Wang, Guangming Liu, Zixin Shu, Ning Wang, Runshun Zhang, Jian Yu, Jianxin Chen, Xiaodong Li, Xuezhong Zhou
2019 J jnl
Symptom-based network classification identifies distinct clinical subgroups of liver diseases with common molecular pathways.
Comput. Methods Programs Biomed.
Zixin Shu, Wenwen Liu, Huikun Wu, Mingzhong Xiao, Deng Wu, Ting Cao, Meng Ren, Junxiu Tao, Chuhua Zhang, Tangqing He, Xiaodong Li, Runshun Zhang, Xuezhong Zhou