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ORCIDTianshu Zhou
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2025
[j33]Changrong Pan, Yu Tian, Lingyan Ma, Tianshu Zhou, Shuyu Ouyang, Jingsong Li:
CISL-PD: A deep learning framework of clinical intervention strategies for Parkinson's disease based on directional counterfactual Dual GANs. Expert Syst. Appl. 261: 125506 (2025)- 2024
- [j32]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: 102718 (2024) - [j31]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): 707-718 (2024) - [j30]Yang Zhang, Ting Yu, Shengqiang Chi, Zhen Wang, Yue Gao, Ji Zhang, Tianshu Zhou:
Attribute Diversity Aware Community Detection on Attributed Graphs Using Three-View Graph Attention Neural Networks. ACM Trans. Knowl. Discov. Data 18(8): 196:1-196:24 (2024) - 2023
- [j29]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: 107512 (2023) - [j28]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): 39 (2023) - [j27]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: 104298 (2023) - [j26]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): 5237-5248 (2023) - [c15]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: 1-4 - [c14]Tianshu Zhou, Yulang Feng, Jianda Wang, Yu Tian, Jianhua Feng, Jingsong Li:
Real-Time Epileptic Seizure Detection Based on Deep Learning. EMBC 2023: 1-4 - [c13]Chengkai Wu, Tianshu Zhou, Yu Tian, Huiyao Sun, Zhong Liu, Jingsong Li:
Physician-Centered EHR Data Utilization: A Pilot Study. MedInfo 2023: 730-734 - [c12]Yi Ren, Jing Xia, Ziyi Yu, Zhenchuan Zhang, Tianshu Zhou, Yu Tian, Jingsong Li:
Hierarchical Label Distribution Learning for Disease Prediction. MedInfo 2023: 755-759 - [c11]Changrong Pan, Yu Tian, Tianshu Zhou, Jingsong Li:
Personalized Prediction of Parkinson's Disease Progression Based on Deep Gaussian Processes. MedInfo 2023: 765-769 - [c10]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: 830-834 - [c9]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: 1071-1075 - [c8]Tianshu Zhou, Yao Lu, Yin Zhang, Jiaqi Wang, Yu Tian, Jingsong Li:
A Blockchain-Based Approach for Patient Data Alignment Across Institutions. MedInfo 2023: 1335-1336 - [c7]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: 1430-1431 - [c6]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: 1482-1483 - [c5]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: 1488-1489 - 2022
- [j25]Chengkai Wu, Tianshu Zhou, Junya Wu, Yu Tian, Jingsong Li:
LabCor: Multi-label classification using a label correction strategy. Appl. Intell. 52(5): 5414-5434 (2022) - [j24]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: 102256 (2022) - [j23]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: 102262 (2022) - [j22]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): 4880-4891 (2022) - 2021
- [j21]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: 102024 (2021) - [j20]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: 106458 (2021) - [j19]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: 7741881:1-7741881:9 (2021) - [j18]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): 1601-1611 (2021) - [j17]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): 2463-2475 (2021) - [j16]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): 3288-3299 (2021) - [j15]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): 3310-3320 (2021) - 2020
- [j14]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: 101814 (2020) - [j13]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: 104173 (2020) - [j12]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): 22 (2020)
2010 – 2019
- 2017
- [j11]Yifan Zhang, Ling Gou, Tian-Shu Zhou, De-nan Lin, Jing Zheng, Ye Li, Jing-song Li:
An ontology-based approach to patient follow-up assessment for continuous and personalized chronic disease management. J. Biomed. Informatics 72: 45-59 (2017) - [j10]Pengfei Li, Yu Wang, Jiangchun He, Lihua Wang, Yu Tian, Tian-Shu Zhou, Tian-Chang Li, Jing-song Li:
High-Performance Personalized Heartbeat Classification Model for Long-Term ECG Signal. IEEE Trans. Biomed. Eng. 64(1): 78-86 (2017) - [j9]Pengfei Li, Yu Wang, Yu Tian, Tian-Shu Zhou, Jing-song Li:
An Automatic User-Adapted Physical Activity Classification Method Using Smartphones. IEEE Trans. Biomed. Eng. 64(3): 706-714 (2017) - [c4]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: 1153-1157 - [c3]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: 1263 - 2016
- [j8]Yi-Fan Zhang, Yu Tian, Tian-Shu Zhou, Kenji Araki, Jing-song Li:
Integrating HL7 RIM and ontology for unified knowledge and data representation in clinical decision support systems. Comput. Methods Programs Biomed. 123: 94-108 (2016) - [c2]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: 2590-2599 - 2015
- [j7]Hua-Qiong Wang, Tian-Shu Zhou, Yi-Fan Zhang, Li Chen, Jing-song Li:
Research and Development of Semantics-based Sharable Clinical Pathway Systems. J. Medical Syst. 39(7): 73:1-73:11 (2015) - 2014
- [j6]Hua-Qiong Wang, Tian-Shu Zhou, Li-li Tian, Yang-ming Qian, Jing-song Li:
Creating hospital-specific customized clinical pathways by applying semantic reasoning to clinical data. J. Biomed. Informatics 52: 354-363 (2014) - [j5]Yu Tian, Tian-Shu Zhou, Yu Wang, Mao Zhang, Jing-song Li:
Design and Development of A Mobile-based System for Supporting Emergency Triage Decision Making. J. Medical Syst. 38(6): 65 (2014) - [j4]Yu Tian, Tian-Shu Zhou, Qin Yao, Mao Zhang, Jing-song Li:
Use of an Agent-Based Simulation Model to Evaluate a Mobile-Based System for Supporting Emergency Evacuation Decision Making. J. Medical Syst. 38(12): 149 (2014) - 2012
- [j3]Zhen Hu, Jing-song Li, Tian-Shu Zhou, Hai-Yan Yu, Muneou Suzuki, Kenji Araki:
Ontology-Based Clinical Pathways with Semantic Rules. J. Medical Syst. 36(4): 2203-2212 (2012) - 2011
- [j2]Jing-song Li, Tian-Shu Zhou, Jian Chu, Kenji Araki, Hiroyuki Yoshihara:
Design and development of an international clinical data exchange system: the international layer function of the Dolphin Project. J. Am. Medical Informatics Assoc. 18(5): 683-689 (2011)
2000 – 2009
- 2007
- [j1]Tianshu Zhou, Jim X. Chen, J. Mark Pullen:
Accurate Depth of Field Simulation in Real Time. Comput. Graph. Forum 26(1): 15-23 (2007) - [c1]Tianshu Zhou, Jim X. Chen, Peter Smith:
Scene Depth Reconstruction on the GPU: A Post Processing Technique for Layered Fog. HCI (14) 2007: 165-174
Coauthor Index
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