Tianshu Zhou

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 34

Top Topics

Chronic Disease

Clinical Decision Support

Causal Knowledge

Top Venues

IEEE J. Biomed. Health Informatics

Artif. Intell. Medicine

Comput. Methods Programs Biomed.

Publications

Qianghua Liu, Yu Tian, Tianshu Zhou, Kewei Lyu, Zhixiao Wang, Yixiao Zheng, Ying Liu, Jingjing Ren, Jingsong Li
An Explainable and Personalized Cognitive Reasoning Model Based on Knowledge Graph: Toward Decision Making for General Practice. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Qianghua Liu, Yu Tian, Tianshu Zhou, Kewei Lyu, Ran Xin, Yong Shang, Ying Liu, Jingjing Ren, Jingsong Li
A few-shot disease diagnosis decision making model based on meta-learning for general practice. Artif. Intell. Medicine 147 (2024)
Tianshu Zhou, Yulang Feng, Jianda Wang, Yu Tian, Jianhua Feng, Jingsong Li
Real-Time Epileptic Seizure Detection Based on Deep Learning. EMBC (2023)
Jia Chen, Feifei Bao, Huiyao Sun, Yu Tian, Tianshu Zhou, Jingsong Li
Does a Digital Health Application Could Be the Supplement to the Influenza Surveillance System? MedInfo (2023)
Changrong Pan, Yu Tian, Tianshu Zhou, Jingsong Li
Personalized Prediction of Parkinson's Disease Progression Based on Deep Gaussian Processes. MedInfo (2023)
Junya Wu, Tianshu Zhou, Yufan Guo, Yu Tian, Yuting Lou, Jianhua Feng, Jing-Song Li
Video-based evaluation system for tic action in Tourette syndrome: modeling, detection, and evaluation. Health Inf. Sci. Syst. 11 (1) (2023)
Yi Ren, Jing Xia, Ziyi Yu, Zhenchuan Zhang, Tianshu Zhou, Yu Tian, Jingsong Li
Hierarchical Label Distribution Learning for Disease Prediction. MedInfo (2023)
Tianshu Zhou, Yao Lu, Yin Zhang, Jiaqi Wang, Yu Tian, Jingsong Li
A Blockchain-Based Approach for Patient Data Alignment Across Institutions. MedInfo (2023)
Zhenchuan Zhang, Yu Tian, Tianshu Zhou, Yinghao Zhao, Jungen Zhang, Jingsong Li
Towards an Environmentally Robust Speech Assistant System for Emergency Medical Services. MedInfo (2023)
Jing Xia, Qiang Li, Yu Tian, Yinghao Zhao, Zhuyi Shen, Tianshu Zhou, Jingsong Li
An unmanned emergency blood dispatch system based on an early prediction and fast delivery strategy: Design and development study. Comput. Methods Programs Biomed. 235 (2023)
Ge Shu, Tianshu Zhou, Yu Tian, Jingsong Li
Design of Household Cognitive Level Assessment System Based on Grip Force and Finger Force Distribution. MedInfo (2023)
Shengqiang Chi, Tianshu Zhou, Weiwei Zhu, Xueyao Li, Jingsong Li
A Knowledge-based and Data-driven Approach for Predicting Acute Kidney Injury in Patients with Heart Failure. EMBC (2023)
Zhixiao Wang, Jian Liu, Yu Tian, Tianshu Zhou, Qianghua Liu, Yunqing Qiu, Jingsong Li
Integrating Medical Domain Knowledge for Early Diagnosis of Fever of Unknown Origin: An Interpretable Hierarchical Multimodal Neural Network Approach. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Kewei Lyu, Yu Tian, Yong Shang, Tianshu Zhou, Ziyue Yang, Qianghua Liu, Xi Yao, Ping Zhang, Jianghua Chen, Jingsong Li
Causal knowledge graph construction and evaluation for clinical decision support of diabetic nephropathy. J. Biomed. Informatics 139 (2023)
Ying Zhang, Yuqing Wang, Shengqiang Chi, Hua Ru, Yifan Jiang, Yu Tian, Tianshu Zhou, Jingsong Li
Design and Application of Multi-Center Clinical Research Platform for Phenotyping of Voriconazole Hepatotoxicity. MedInfo (2023)
Chengkai Wu, Tianshu Zhou, Yu Tian, Huiyao Sun, Zhong Liu, Jingsong Li
Physician-Centered EHR Data Utilization: A Pilot Study. MedInfo (2023)
Jing Xia, Yi Ren, Zhenchuan Zhang, Feng Wang, Yu Tian, Tianshu Zhou, Jingsong Li
Extracting Dynamic Information of Temporal Clinical Data to Predict the Outcome in Critically Ill Patients. MedInfo (2023)
Shengqiang Chi, Yu Tian, Feng Wang, Tianshu Zhou, Shan Jin, Jingsong Li
A novel lifelong machine learning-based method to eliminate calibration drift in clinical prediction models. Artif. Intell. Medicine 125 (2022)
Chengkai Wu, Tianshu Zhou, Yu Tian, Junya Wu, Jingsong Li, Zhong Liu
A method for the early prediction of chronic diseases based on short sequential medical data. Artif. Intell. Medicine 127 (2022)
Chengkai Wu, Tianshu Zhou, Junya Wu, Yu Tian, Jingsong Li
LabCor: Multi-label classification using a label correction strategy. Appl. Intell. 52 (5) (2022)
Ziyue Yang, Yu Tian, Tianshu Zhou, Yilin Zhu, Ping Zhang, Jianghua Chen, Jingsong Li
Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning. IEEE J. Biomed. Health Informatics 26 (10) (2022)
Jin Li, Yu Tian, Runze Li, Tianshu Zhou, Jun Li, Kefeng Ding, Jingsong Li
Improving prediction for medical institution with limited patient data: Leveraging hospital-specific data based on multicenter collaborative research network. Artif. Intell. Medicine 113 (2021)
Jinzhong Song, Tianshu Zhou, Zhonggang Liang, Ruoxi Liu, Jianping Guo, Xinming Yu, Zhongping Cao, Chuang Yu, Qingjun Liu, Jingsong Li
Electrochemical Characteristics Based on Skin-Electrode Contact Pressure for Dry Biomedical Electrodes and the Application to Wearable ECG Signal Acquisition. J. Sensors 2021 (2021)
Qiancheng Ye, Qi Zhang, Yu Tian, Tianshu Zhou, Hongbin Ge, Jiajun Wu, Na Lu, Xueli Bai, Tingbo Liang, Jingsong Li
Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning From Label Fuzzy Proportions. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Yao Lu, Yu Tian, Tianshu Zhou, Shiqiang Zhu, Jingsong Li
Multicenter Privacy-Preserving Cox Analysis Based on Homomorphic Encryption. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Peijun Hu, Xiang Li, Yu Tian, Tianyu Tang, Tianshu Zhou, Xueli Bai, Shiqiang Zhu, Tingbo Liang, Jingsong Li
Automatic Pancreas Segmentation in CT Images With Distance-Based Saliency-Aware DenseASPP Network. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Yong Shang, Yu Tian, Min Zhou, Tianshu Zhou, Kewei Lyu, Zhixiao Wang, Ran Xin, Tingbo Liang, Shiqiang Zhu, Jingsong Li
EHR-Oriented Knowledge Graph System: Toward Efficient Utilization of Non-Used Information Buried in Routine Clinical Practice. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Ziyue Yang, Yu Tian, Tianshu Zhou, Yilin Zhu, Ping Zhang, Jianghua Chen, Jingsong Li
Time-series deep survival prediction for hemodialysis patients using an attention-based Bi-GRU network. Comput. Methods Programs Biomed. 212 (2021)
Dan-Yang Tong, Yu Tian, Tianshu Zhou, Qiancheng Ye, Jun Li, Kefeng Ding, Jing-song Li
Improving prediction performance of colon cancer prognosis based on the integration of clinical and multi-omics data. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Jin Li, Yu Tian, Yan Zhu, Tianshu Zhou, Jun Li, Kefeng Ding, Jingsong Li
A multicenter random forest model for effective prognosis prediction in collaborative clinical research network. Artif. Intell. Medicine 103 (2020)
Yu Tian, Weiguo Chen, Tianshu Zhou, Jun Li, Kefeng Ding, Jingsong Li
Establishment and evaluation of a multicenter collaborative prediction model construction framework supporting model generalization and continuous improvement: A pilot study. Int. J. Medical Informatics 141 (2020)
Yuan Gao, Yu Tian, Shengqiang Chi, Yao Lu, Xinhang Li, Tianshu Zhou, Jing-song Li
A Study on Data-Driven Novel Cancer Staging Methods. MedInfo (2017)
Yong Shang, Yu Wang, Ling Gou, Chengkai Wu, Tianshu Zhou, Jing-song Li
Development of a Service-Oriented Sharable Clinical Decision Support System Based on Ontology for Chronic Disease. MedInfo (2017)
Abdeltawab M. Hendawi, Fatemah Alali, Xiaoyu Wang, Yunfei Guan, Tianshu Zhou, Xiao Liu, Nada Basit, John A. Stankovic
Hobbits: Hadoop and Hive based Internet traffic analysis. IEEE BigData (2016)
Tianshu Zhou, Jim X. Chen, J. Mark Pullen
Accurate Depth of Field Simulation in Real Time. Comput. Graph. Forum 26 (1) (2007)
Tianshu Zhou, Jim X. Chen, Peter Smith
Scene Depth Reconstruction on the GPU: A Post Processing Technique for Layered Fog. HCI (14) (2007)