Performance Assessment of EMR Systems Based on Post-Relational Database. - Hai-Yan Yu; Jing-song Li 001; Xiaoguang Zhang; Yu Tian 002; Muneou Suzuki; Kenji Araki (J. Medical Syst., 2012)

Applying a BP Neural Network Model to Predict the Length of Hospital Stay. - Jing-song Li 001; Yu Tian 002; Yan-Feng Liu; Ting Shu; Ming-Hui Liang (HIS, 2013)

Design and Development of A Mobile-based System for Supporting Emergency Triage Decision Making. - Yu Tian 002; Tian-Shu Zhou; Yu Wang 036; Mao Zhang 001; Jing-song Li 001 (J. Medical Syst., 2014)

Use of an Agent-Based Simulation Model to Evaluate a Mobile-Based System for Supporting Emergency Evacuation Decision Making. - Yu Tian 002; Tian-Shu Zhou; Qin Yao; Mao Zhang 001; Jing-song Li 001 (J. Medical Syst., 2014)

An Electronic Medical Record System with Treatment Recommendations Based on Patient Similarity. - Yu Wang 036; Yu Tian 002; Li-li Tian; Yang-ming Qian; Jing-song Li 001 (J. Medical Syst., 2015)

Design and Development of a Medical Big Data Processing System Based on Hadoop. - Qin Yao; Yu Tian 002; Pengfei Li; Li-li Tian; Yang-ming Qian; Jing-song Li 001 (J. Medical Syst., 2015)

Integrating HL7 RIM and ontology for unified knowledge and data representation in clinical decision support systems. - Yi-Fan Zhang; Yu Tian 002; Tian-Shu Zhou; Kenji Araki; Jing-song Li 001 (Comput. Methods Programs Biomed., 2016)

Design and Development of a Sharable Clinical Decision Support System Based on a Semantic Web Service Framework. - Yi-Fan Zhang; Ling Gou; Yu Tian 002; Tian-Chang Li; Mao Zhang 001; Jing-song Li 001 (J. Medical Syst., 2016)

A Study on Data-Driven Novel Cancer Staging Methods. - Yuan Gao; Yu Tian 002; Shengqiang Chi; Yao Lu; Xinhang Li; Tianshu Zhou; Jing-song Li 001 (MedInfo, 2017)

CD-KES: An Ontology Based Knowledge Education System for Patients with Chronic Diseases and Its Constructing Approach. - Chengkai Wu; Ling Gou; Yu Wang 036; Yong Shang; Yu Tian 002; Jing-song Li 001 (MedInfo, 2017)

High-Performance Personalized Heartbeat Classification Model for Long-Term ECG Signal. - Pengfei Li; Yu Wang 036; Jiangchun He; Lihua Wang; Yu Tian 002; Tian-Shu Zhou; Tian-Chang Li; Jing-song Li 001 (IEEE Trans. Biomed. Eng., 2017)

An Automatic User-Adapted Physical Activity Classification Method Using Smartphones. - Pengfei Li; Yu Wang 036; Yu Tian 002; Tian-Shu Zhou; Jing-song Li 001 (IEEE Trans. Biomed. Eng., 2017)

A Shared Decision-Making System for Diabetes Medication Choice Utilizing Electronic Health Record Data. - Yu Wang 036; Pengfei Li; Yu Tian 002; Jingjing Ren; Jing-song Li 001 (IEEE J. Biomed. Health Informatics, 2017)

POPCORN: A web service for individual PrognOsis prediction based on multi-center clinical data CollabORatioN without patient-level data sharing. - Yu Tian 002; Yong Shang; Dan-Yang Tong; Shengqiang Chi; Jun Li 099; Xiang-Xing Kong; Ke-Feng Ding; Jing-Song Li 001 (J. Biomed. Informatics, 2018)

Intradialytic blood pressure pattern recognition based on density peak clustering. - Feng Wang 035; Jing-yi Zhou; Yu Tian 002; Yu Wang 036; Ping Zhang; Jianghua Chen; Jing-song Li 001 (J. Biomed. Informatics, 2018)

Semi-supervised learning to improve generalizability of risk prediction models. - Shengqiang Chi; Xinhang Li; Yu Tian 002; Jun Li 099; Xiang-Xing Kong; Ke-Feng Ding; Chunhua Weng; Jing-Song Li 001 (J. Biomed. Informatics, 2019)

Pattern recognition and prognostic analysis of longitudinal blood pressure records in hemodialysis treatment based on a convolutional neural network. - Feng Wang 035; Yu Wang 036; Yu Tian 002; Ping Zhang; Jianghua Chen; Jing-song Li 001 (J. Biomed. Informatics, 2019)

A multicenter random forest model for effective prognosis prediction in collaborative clinical research network. - Jin Li; Yu Tian 002; Yan Zhu; Tianshu Zhou; Jun Li 099; Kefeng Ding; Jingsong Li 001 (Artif. Intell. Medicine, 2020)

Establishment and evaluation of a multicenter collaborative prediction model construction framework supporting model generalization and continuous improvement: A pilot study. - Yu Tian 002; Weiguo Chen; Tianshu Zhou; Jun Li 099; Kefeng Ding; Jingsong Li 001 (Int. J. Medical Informatics, 2020)

Improving prediction performance of colon cancer prognosis based on the integration of clinical and multi-omics data. - Dan-Yang Tong; Yu Tian 002; Tianshu Zhou; Qiancheng Ye; Jun Li 099; Kefeng Ding; Jing-song Li 001 (BMC Medical Informatics Decis. Mak., 2020)

Improving prediction for medical institution with limited patient data: Leveraging hospital-specific data based on multicenter collaborative research network. - Jin Li; Yu Tian 002; Runze Li; Tianshu Zhou; Jun Li 099; Kefeng Ding; Jingsong Li 001 (Artif. Intell. Medicine, 2021)

Time-series deep survival prediction for hemodialysis patients using an attention-based Bi-GRU network. - Ziyue Yang; Yu Tian 002; Tianshu Zhou; Yilin Zhu; Ping Zhang; Jianghua Chen; Jingsong Li 001 (Comput. Methods Programs Biomed., 2021)

Deep Semisupervised Multitask Learning Model and Its Interpretability for Survival Analysis. - Shengqiang Chi; Yu Tian 002; Feng Wang 035; Yu Wang 146; Ming Chen; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2021)

Automatic Pancreas Segmentation in CT Images With Distance-Based Saliency-Aware DenseASPP Network. - Peijun Hu; Xiang Li; Yu Tian 002; Tianyu Tang; Tianshu Zhou; Xueli Bai; Shiqiang Zhu; Tingbo Liang; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2021)

Multicenter Privacy-Preserving Cox Analysis Based on Homomorphic Encryption. - Yao Lu; Yu Tian 002; Tianshu Zhou; Shiqiang Zhu; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2021)

EHR-Oriented Knowledge Graph System: Toward Efficient Utilization of Non-Used Information Buried in Routine Clinical Practice. - Yong Shang; Yu Tian 002; Min Zhou; Tianshu Zhou; Kewei Lyu; Zhixiao Wang; Ran Xin; Tingbo Liang; Shiqiang Zhu; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2021)

Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning From Label Fuzzy Proportions. - Qiancheng Ye; Qi Zhang 054; Yu Tian 002; Tianshu Zhou; Hongbin Ge; Jiajun Wu 009; Na Lu; Xueli Bai; Tingbo Liang; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2021)

LabCor: Multi-label classification using a label correction strategy. - Chengkai Wu; Tianshu Zhou; Junya Wu; Yu Tian 002; Jingsong Li 001 (Appl. Intell., 2022)

A novel lifelong machine learning-based method to eliminate calibration drift in clinical prediction models. - Shengqiang Chi; Yu Tian 002; Feng Wang 035; Tianshu Zhou; Shan Jin; Jingsong Li 001 (Artif. Intell. Medicine, 2022)

A method for the early prediction of chronic diseases based on short sequential medical data. - Chengkai Wu; Tianshu Zhou; Yu Tian 002; Junya Wu; Jingsong Li 001; Zhong Liu (Artif. Intell. Medicine, 2022)

Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning. - Ziyue Yang; Yu Tian 002; Tianshu Zhou; Yilin Zhu; Ping Zhang; Jianghua Chen; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2022)

Mining Whole-liver Information with Deep Learning for Preoperatively Predicting HCC Recurrence-free Survival. - Chao Huang; Peijun Hu; Yu Tian 002; Yiwei Gao; Yangyang Wang; Qi Zhang 054; Tingbo Liang; Jingsong Li 001 (EMBC, 2023)

Real-Time Epileptic Seizure Detection Based on Deep Learning. - Tianshu Zhou; Yulang Feng; Jianda Wang; Yu Tian 002; Jianhua Feng; Jingsong Li 001 (EMBC, 2023)

Does a Digital Health Application Could Be the Supplement to the Influenza Surveillance System? - Jia Chen; Feifei Bao; Huiyao Sun; Yu Tian 002; Tianshu Zhou; Jingsong Li 001 (MedInfo, 2023)

GCN-Based Risk Prediction for Necrosis Slide of Hepatocellular Carcinoma. - Boyang Deng; Yu Tian 002; Qiancheng Ye; Zhenxin Chai; Tianshu Zhou; Qi Zhang 054; Tingbo Liang; Jingsong Li 001 (MEDINFO, 2023)

Position Prior Attention Network for Pancreas Tumor Segmentation. - Kaiqi Dong; Peijun Hu; Xiang Li; Yu Tian 002; Yan Zhu; Xueli Bai; Tingbo Liang; Jingsong Li 001 (MedInfo, 2023)

Whole-Liver Based Deep Learning for Preoperatively Predicting Overall Survival in Patients with Hepatocellular Carcinoma. - Chao Huang; Peijun Hu; Yu Tian 002; Yangyang Wang; Yiwei Gao; Qianqian Qi 007; Qi Zhang 054; Tingbo Liang; Jingsong Li 001 (MedInfo, 2023)

Personalized Prediction of Parkinson's Disease Progression Based on Deep Gaussian Processes. - Changrong Pan; Yu Tian 002; Tianshu Zhou; Jingsong Li 001 (MedInfo, 2023)

Hierarchical Label Distribution Learning for Disease Prediction. - Yi Ren; Jing Xia; Ziyi Yu; Zhenchuan Zhang; Tianshu Zhou; Yu Tian 002; Jingsong Li 001 (MedInfo, 2023)

Design of Household Cognitive Level Assessment System Based on Grip Force and Finger Force Distribution. - Ge Shu; Tianshu Zhou; Yu Tian 002; Jingsong Li 001 (MedInfo, 2023)

Physician-Centered EHR Data Utilization: A Pilot Study. - Chengkai Wu; Tianshu Zhou; Yu Tian 002; Huiyao Sun; Zhong Liu; Jingsong Li 001 (MedInfo, 2023)

Extracting Dynamic Information of Temporal Clinical Data to Predict the Outcome in Critically Ill Patients. - Jing Xia; Yi Ren; Zhenchuan Zhang; Feng Wang 035; Yu Tian 002; Tianshu Zhou; Jingsong Li 001 (MedInfo, 2023)

Towards an Environmentally Robust Speech Assistant System for Emergency Medical Services. - Zhenchuan Zhang; Yu Tian 002; Tianshu Zhou; Yinghao Zhao; Jungen Zhang; Jingsong Li 001 (MedInfo, 2023)

Design and Application of Multi-Center Clinical Research Platform for Phenotyping of Voriconazole Hepatotoxicity. - Ying Zhang; Yuqing Wang; Shengqiang Chi; Hua Ru; Yifan Jiang; Yu Tian 002; Tianshu Zhou; Jingsong Li 001 (MedInfo, 2023)

A Blockchain-Based Approach for Patient Data Alignment Across Institutions. - Tianshu Zhou; Yao Lu; Yin Zhang; Jiaqi Wang; Yu Tian 002; Jingsong Li 001 (MedInfo, 2023)

Dual-Attention Model Fusing CNN and Transformer for Pancreas Segmentation. - Yan Zhu; Peijun Hu; Yu Tian 002; Kaiqi Dong; Jingsong Li 001 (MedInfo, 2023)

Causal knowledge graph construction and evaluation for clinical decision support of diabetic nephropathy. - Kewei Lyu; Yu Tian 002; Yong Shang; Tianshu Zhou; Ziyue Yang; Qianghua Liu; Xi Yao; Ping Zhang; Jianghua Chen; Jingsong Li 001 (J. Biomed. Informatics, 2023)

An unmanned emergency blood dispatch system based on an early prediction and fast delivery strategy: Design and development study. - Jing Xia; Qiang Li; Yu Tian 002; Yinghao Zhao; Zhuyi Shen; Tianshu Zhou; Jingsong Li 001 (Comput. Methods Programs Biomed., 2023)

Integrating Medical Domain Knowledge for Early Diagnosis of Fever of Unknown Origin: An Interpretable Hierarchical Multimodal Neural Network Approach. - Zhixiao Wang; Jian Liu; Yu Tian 002; Tianshu Zhou; Qianghua Liu; Yunqing Qiu; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2023)

Video-based evaluation system for tic action in Tourette syndrome: modeling, detection, and evaluation. - Junya Wu; Tianshu Zhou; Yufan Guo; Yu Tian 002; Yuting Lou; Jianhua Feng; Jing-Song Li 001 (Health Inf. Sci. Syst., 2023)

NecroGlobalGCN: Integrating micronecrosis information in HCC prognosis prediction via graph convolutional neural networks. - Boyang Deng; Yu Tian 002; Qi Zhang 054; Yangyang Wang; Zhenxin Chai; Qiancheng Ye; Shang Yao; Tingbo Liang; Jingsong Li 001 (Comput. Methods Programs Biomed., 2024)

A few-shot disease diagnosis decision making model based on meta-learning for general practice. - Qianghua Liu; Yu Tian 002; Tianshu Zhou; Kewei Lyu; Ran Xin; Yong Shang; Ying Liu; Jingjing Ren; Jingsong Li 001 (Artif. Intell. Medicine, 2024)

An Explainable and Personalized Cognitive Reasoning Model Based on Knowledge Graph: Toward Decision Making for General Practice. - Qianghua Liu; Yu Tian 002; Tianshu Zhou; Kewei Lyu; Zhixiao Wang; Yixiao Zheng; Ying Liu; Jingjing Ren; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2024)

CISL-PD: A deep learning framework of clinical intervention strategies for Parkinson's disease based on directional counterfactual Dual GANs. - Changrong Pan; Yu Tian 002; Lingyan Ma; Tianshu Zhou; Shuyu Ouyang; Jingsong Li 001 (Expert Syst. Appl., 2025)

Position-aware representation learning with anatomical priors for enhanced pancreas tumor segmentation. - Kaiqi Dong; Peijun Hu; Yu Tian 002; Yan Zhu; Xiang Li; Tianshu Zhou; Xueli Bai; Tingbo Liang; Jingsong Li 001 (Neurocomputing, 2025)

Integrating clinical reasoning into large language model-based diagnosis through etiology-aware attention steering. - Peixian Li; Yu Tian 002; Ruiqi Tu; Chengkai Wu; Jingjing Ren; Jingsong Li 001 (CoRR, 2025)

An EEG-based patient-independent epileptic seizure detection method based on domain generative adversarial network. - Yulang Feng; Tianshu Zhou; Yu Tian 002; Chengkai Wu; Jianda Wang; Jianhua Feng; Jingsong Li 001 (Health Inf. Sci. Syst., 2025)

A Knowledge-Driven Evidence Fusion Network for pancreatic tumor segmentation in CT images. - Kaiqi Dong; Yan Zhu; Yu Tian 002; Peijun Hu; Chengkai Wu; Xiang Li; Tianshu Zhou; Xueli Bai; Tingbo Liang; Jingsong Li 001 (Biomed. Signal Process. Control., 2026)