Yu Tian

63 papers C 1Journal 43Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Knowledge-Driven Evidence Fusion Network for pancreatic tumor segmentation in CT images.
Biomed. Signal Process. Control.
Kaiqi Dong, Yan Zhu, Yu Tian, Peijun Hu, Chengkai Wu, Xiang Li, Tianshu Zhou, Xueli Bai, Tingbo Liang, Jingsong Li
2026 J jnl
A deep clustering Gaussian process algorithm for motor progression prediction of Parkinson's disease.
Comput. Methods Programs Biomed.
Changrong Pan, Yu Tian, Tianshu Zhou, Shengqiang Chi, Chengkai Wu, Lingyan Ma, Kang Ren, Tao Feng, Jingsong Li
2025 J jnl
An EEG-based patient-independent epileptic seizure detection method based on domain generative adversarial network.
Health Inf. Sci. Syst.
Yulang Feng, Tianshu Zhou, Yu Tian, Chengkai Wu, Jianda Wang, Jianhua Feng, Jingsong Li
2025 J jnl
Benchmarking Large Language Models in Evidence-Based Medicine.
IEEE J. Biomed. Health Informatics
Jin Li, Yiyan Deng, Qi Sun, Junjie Zhu, Yu Tian, Jingsong Li, Tingting Zhu
2025 J jnl
CISL-PD: A deep learning framework of clinical intervention strategies for Parkinson's disease based on directional counterfactual Dual GANs.
Expert Syst. Appl.
Changrong Pan, Yu Tian, Lingyan Ma, Tianshu Zhou, Shuyu Ouyang, Jingsong Li
2025 — conf
Independent Channel Attention and Cross-Subject Data Generation for EEG-Based Patient-Independent Epileptic Seizure Detection Using ConvLSTM.
MedInfo
Yulang Feng, Tianshu Zhou, Yu Tian, Jingsong Li
2025 J jnl
Integrating clinical reasoning into large language model-based diagnosis through etiology-aware attention steering.
CoRR
Peixian Li, Yu Tian, Ruiqi Tu, Chengkai Wu, Jingjing Ren, Jingsong Li
2025 J jnl
Position-aware representation learning with anatomical priors for enhanced pancreas tumor segmentation.
Neurocomputing
Kaiqi Dong, Peijun Hu, Yu Tian, Yan Zhu, Xiang Li, Tianshu Zhou, Xueli Bai, Tingbo Liang, Jingsong Li
2025 — conf
Utilization of Whole Slide Pathological Images and Tumor Clinical Data: A Hybrid Graph Convolutional Network Model for Hepatocellular Carcinoma Prognosis Prediction.
MedInfo
Boyang Deng, Yu Tian, Qi Zhang, Tianshu Zhou, Yangyang Wang, Shang Yao, Tingbo Liang, Jingsong Li
2025 J jnl
pDenoiser: A Personalized Speech Enhancement Neural Network for Pre-Hospital Emergency Medical Services.
IEEE J. Biomed. Health Informatics
Zhenchuan Zhang, Yu Tian, Tianshu Zhou, Yinghao Zhao, Jinpeng Li, Jungen Zhang, Jingsong Li
2024 J jnl
A few-shot disease diagnosis decision making model based on meta-learning for general practice.
Artif. Intell. Medicine
Qianghua Liu, Yu Tian, Tianshu Zhou, Kewei Lyu, Ran Xin, Yong Shang, Ying Liu, Jingjing Ren, Jingsong Li
2024 J jnl
An Explainable and Personalized Cognitive Reasoning Model Based on Knowledge Graph: Toward Decision Making for General Practice.
IEEE J. Biomed. Health Informatics
Qianghua Liu, Yu Tian, Tianshu Zhou, Kewei Lyu, Zhixiao Wang, Yixiao Zheng, Ying Liu, Jingjing Ren, Jingsong Li
2024 J jnl
NecroGlobalGCN: Integrating micronecrosis information in HCC prognosis prediction via graph convolutional neural networks.
Comput. Methods Programs Biomed.
Boyang Deng, Yu Tian, Qi Zhang, Yangyang Wang, Zhenxin Chai, Qiancheng Ye, Shang Yao, Tingbo Liang, Jingsong Li
2023 — conf
A Blockchain-Based Approach for Patient Data Alignment Across Institutions.
MedInfo
Tianshu Zhou, Yao Lu, Yin Zhang, Jiaqi Wang, Yu Tian, Jingsong Li
2023 J jnl
An unmanned emergency blood dispatch system based on an early prediction and fast delivery strategy: Design and development study.
Comput. Methods Programs Biomed.
Jing Xia, Qiang Li, Yu Tian, Yinghao Zhao, Zhuyi Shen, Tianshu Zhou, Jingsong Li
2023 J jnl
Causal knowledge graph construction and evaluation for clinical decision support of diabetic nephropathy.
J. Biomed. Informatics
Kewei Lyu, Yu Tian, Yong Shang, Tianshu Zhou, Ziyue Yang, Qianghua Liu, Xi Yao, Ping Zhang, Jianghua Chen, Jingsong Li
2023 — conf
Design and Application of Multi-Center Clinical Research Platform for Phenotyping of Voriconazole Hepatotoxicity.
MedInfo
Ying Zhang, Yuqing Wang, Shengqiang Chi, Hua Ru, Yifan Jiang, Yu Tian, Tianshu Zhou, Jingsong Li
2023 — conf
Design of Household Cognitive Level Assessment System Based on Grip Force and Finger Force Distribution.
MedInfo
Ge Shu, Tianshu Zhou, Yu Tian, Jingsong Li
2023 — conf
Does a Digital Health Application Could Be the Supplement to the Influenza Surveillance System?
MedInfo
Jia Chen, Feifei Bao, Huiyao Sun, Yu Tian, Tianshu Zhou, Jingsong Li
2023 — conf
Dual-Attention Model Fusing CNN and Transformer for Pancreas Segmentation.
MedInfo
Yan Zhu, Peijun Hu, Yu Tian, Kaiqi Dong, Jingsong Li
2023 — conf
Extracting Dynamic Information of Temporal Clinical Data to Predict the Outcome in Critically Ill Patients.
MedInfo
Jing Xia, Yi Ren, Zhenchuan Zhang, Feng Wang, Yu Tian, Tianshu Zhou, Jingsong Li
2023 — conf
GCN-Based Risk Prediction for Necrosis Slide of Hepatocellular Carcinoma.
MEDINFO
Boyang Deng, Yu Tian, Qiancheng Ye, Zhenxin Chai, Tianshu Zhou, Qi Zhang, Tingbo Liang, Jingsong Li
2023 — conf
Hierarchical Label Distribution Learning for Disease Prediction.
MedInfo
Yi Ren, Jing Xia, Ziyi Yu, Zhenchuan Zhang, Tianshu Zhou, Yu Tian, Jingsong Li
2023 J jnl
Integrating Medical Domain Knowledge for Early Diagnosis of Fever of Unknown Origin: An Interpretable Hierarchical Multimodal Neural Network Approach.
IEEE J. Biomed. Health Informatics
Zhixiao Wang, Jian Liu, Yu Tian, Tianshu Zhou, Qianghua Liu, Yunqing Qiu, Jingsong Li
2023 — conf
Mining Whole-liver Information with Deep Learning for Preoperatively Predicting HCC Recurrence-free Survival.
EMBC
Chao Huang, Peijun Hu, Yu Tian, Yiwei Gao, Yangyang Wang, Qi Zhang, Tingbo Liang, Jingsong Li
2023 — conf
Personalized Prediction of Parkinson's Disease Progression Based on Deep Gaussian Processes.
MedInfo
Changrong Pan, Yu Tian, Tianshu Zhou, Jingsong Li
2023 — conf
Physician-Centered EHR Data Utilization: A Pilot Study.
MedInfo
Chengkai Wu, Tianshu Zhou, Yu Tian, Huiyao Sun, Zhong Liu, Jingsong Li
2023 — conf
Position Prior Attention Network for Pancreas Tumor Segmentation.
MedInfo
Kaiqi Dong, Peijun Hu, Xiang Li, Yu Tian, Yan Zhu, Xueli Bai, Tingbo Liang, Jingsong Li
2023 — conf
Real-Time Epileptic Seizure Detection Based on Deep Learning.
EMBC
Tianshu Zhou, Yulang Feng, Jianda Wang, Yu Tian, Jianhua Feng, Jingsong Li
2023 — conf
Towards an Environmentally Robust Speech Assistant System for Emergency Medical Services.
MedInfo
Zhenchuan Zhang, Yu Tian, Tianshu Zhou, Yinghao Zhao, Jungen Zhang, Jingsong Li
2023 J jnl
Video-based evaluation system for tic action in Tourette syndrome: modeling, detection, and evaluation.
Health Inf. Sci. Syst.
Junya Wu, Tianshu Zhou, Yufan Guo, Yu Tian, Yuting Lou, Jianhua Feng, Jing-song Li
2023 — conf
Whole-Liver Based Deep Learning for Preoperatively Predicting Overall Survival in Patients with Hepatocellular Carcinoma.
MedInfo
Chao Huang, Peijun Hu, Yu Tian, Yangyang Wang, Yiwei Gao, Qianqian Qi, Qi Zhang, Tingbo Liang, Jingsong Li
2022 J jnl
A method for the early prediction of chronic diseases based on short sequential medical data.
Artif. Intell. Medicine
Chengkai Wu, Tianshu Zhou, Yu Tian, Junya Wu, Jingsong Li, Zhong Liu
2022 J jnl
A novel lifelong machine learning-based method to eliminate calibration drift in clinical prediction models.
Artif. Intell. Medicine
Shengqiang Chi, Yu Tian, Feng Wang, Tianshu Zhou, Shan Jin, Jingsong Li
2022 J jnl
LabCor: Multi-label classification using a label correction strategy.
Appl. Intell.
Chengkai Wu, Tianshu Zhou, Junya Wu, Yu Tian, Jingsong Li
2022 J jnl
Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning.
IEEE J. Biomed. Health Informatics
Ziyue Yang, Yu Tian, Tianshu Zhou, Yilin Zhu, Ping Zhang, Jianghua Chen, Jingsong Li
2021 J jnl
Automatic Pancreas Segmentation in CT Images With Distance-Based Saliency-Aware DenseASPP Network.
IEEE J. Biomed. Health Informatics
Peijun Hu, Xiang Li, Yu Tian, Tianyu Tang, Tianshu Zhou, Xueli Bai, Shiqiang Zhu, Tingbo Liang, Jingsong Li
2021 J jnl
Deep Semisupervised Multitask Learning Model and Its Interpretability for Survival Analysis.
IEEE J. Biomed. Health Informatics
Shengqiang Chi, Yu Tian, Feng Wang, Yu Wang, Ming Chen, Jingsong Li
2021 J jnl
EHR-Oriented Knowledge Graph System: Toward Efficient Utilization of Non-Used Information Buried in Routine Clinical Practice.
IEEE J. Biomed. Health Informatics
Yong Shang, Yu Tian, Min Zhou, Tianshu Zhou, Kewei Lyu, Zhixiao Wang, Ran Xin, Tingbo Liang, Shiqiang Zhu, Jingsong Li
2021 J jnl
Improving prediction for medical institution with limited patient data: Leveraging hospital-specific data based on multicenter collaborative research network.
Artif. Intell. Medicine
Jin Li, Yu Tian, Runze Li, Tianshu Zhou, Jun Li, Kefeng Ding, Jingsong Li
2021 J jnl
Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning From Label Fuzzy Proportions.
IEEE J. Biomed. Health Informatics
Qiancheng Ye, Qi Zhang, Yu Tian, Tianshu Zhou, Hongbin Ge, Jiajun Wu, Na Lu, Xueli Bai, Tingbo Liang, Jingsong Li
2021 J jnl
Multicenter Privacy-Preserving Cox Analysis Based on Homomorphic Encryption.
IEEE J. Biomed. Health Informatics
Yao Lu, Yu Tian, Tianshu Zhou, Shiqiang Zhu, Jingsong Li
2021 J jnl
Time-series deep survival prediction for hemodialysis patients using an attention-based Bi-GRU network.
Comput. Methods Programs Biomed.
Ziyue Yang, Yu Tian, Tianshu Zhou, Yilin Zhu, Ping Zhang, Jianghua Chen, Jingsong Li
2020 J jnl
A multicenter random forest model for effective prognosis prediction in collaborative clinical research network.
Artif. Intell. Medicine
Jin Li, Yu Tian, Yan Zhu, Tianshu Zhou, Jun Li, Kefeng Ding, Jingsong Li
2020 J jnl
Establishment and evaluation of a multicenter collaborative prediction model construction framework supporting model generalization and continuous improvement: A pilot study.
Int. J. Medical Informatics
Yu Tian, Weiguo Chen, Tianshu Zhou, Jun Li, Kefeng Ding, Jingsong Li
2020 J jnl
Improving prediction performance of colon cancer prognosis based on the integration of clinical and multi-omics data.
BMC Medical Informatics Decis. Mak.
Dan-Yang Tong, Yu Tian, Tianshu Zhou, Qiancheng Ye, Jun Li, Kefeng Ding, Jing-song Li
2019 J jnl
Pattern recognition and prognostic analysis of longitudinal blood pressure records in hemodialysis treatment based on a convolutional neural network.
J. Biomed. Informatics
Feng Wang, Yu Wang, Yu Tian, Ping Zhang, Jianghua Chen, Jing-song Li
2019 J jnl
Semi-supervised learning to improve generalizability of risk prediction models.
J. Biomed. Informatics
Shengqiang Chi, Xinhang Li, Yu Tian, Jun Li, Xiang-Xing Kong, Ke-Feng Ding, Chunhua Weng, Jing-song Li
2018 J jnl
Intradialytic blood pressure pattern recognition based on density peak clustering.
J. Biomed. Informatics
Feng Wang, Jing-yi Zhou, Yu Tian, Yu Wang, Ping Zhang, Jianghua Chen, Jing-song Li
2018 J jnl
POPCORN: A web service for individual PrognOsis prediction based on multi-center clinical data CollabORatioN without patient-level data sharing.
J. Biomed. Informatics
Yu Tian, Yong Shang, Dan-Yang Tong, Shengqiang Chi, Jun Li, Xiang-Xing Kong, Ke-Feng Ding, Jing-song Li
2017 J jnl
A Shared Decision-Making System for Diabetes Medication Choice Utilizing Electronic Health Record Data.
IEEE J. Biomed. Health Informatics
Yu Wang, Pengfei Li, Yu Tian, Jingjing Ren, Jing-song Li
2017 — conf
A Study on Data-Driven Novel Cancer Staging Methods.
MedInfo
Yuan Gao, Yu Tian, Shengqiang Chi, Yao Lu, Xinhang Li, Tianshu Zhou, Jing-song Li
2017 J jnl
An Automatic User-Adapted Physical Activity Classification Method Using Smartphones.
IEEE Trans. Biomed. Eng.
Pengfei Li, Yu Wang, Yu Tian, Tian-Shu Zhou, Jing-song Li
2017 — conf
CD-KES: An Ontology Based Knowledge Education System for Patients with Chronic Diseases and Its Constructing Approach.
MedInfo
Chengkai Wu, Ling Gou, Yu Wang, Yong Shang, Yu Tian, Jing-song Li
2017 J jnl
High-Performance Personalized Heartbeat Classification Model for Long-Term ECG Signal.
IEEE Trans. Biomed. Eng.
Pengfei Li, Yu Wang, Jiangchun He, Lihua Wang, Yu Tian, Tian-Shu Zhou, Tian-Chang Li, Jing-song Li
2016 J jnl
Design and Development of a Sharable Clinical Decision Support System Based on a Semantic Web Service Framework.
J. Medical Syst.
Yifan Zhang, Ling Gou, Yu Tian, Tian-Chang Li, Mao Zhang, Jing-song Li
2016 J jnl
Integrating HL7 RIM and ontology for unified knowledge and data representation in clinical decision support systems.
Comput. Methods Programs Biomed.
Yifan Zhang, Yu Tian, Tian-Shu Zhou, Kenji Araki, Jing-song Li
2015 J jnl
An Electronic Medical Record System with Treatment Recommendations Based on Patient Similarity.
J. Medical Syst.
Yu Wang, Yu Tian, Li-li Tian, Yang-ming Qian, Jing-song Li
2015 J jnl
Design and Development of a Medical Big Data Processing System Based on Hadoop.
J. Medical Syst.
Qin Yao, Yu Tian, Pengfei Li, Li-li Tian, Yang-ming Qian, Jing-song Li
2014 J jnl
Design and Development of A Mobile-based System for Supporting Emergency Triage Decision Making.
J. Medical Syst.
Yu Tian, Tian-Shu Zhou, Yu Wang, Mao Zhang, Jing-song Li
2014 J jnl
Use of an Agent-Based Simulation Model to Evaluate a Mobile-Based System for Supporting Emergency Evacuation Decision Making.
J. Medical Syst.
Yu Tian, Tian-Shu Zhou, Qin Yao, Mao Zhang, Jing-song Li
2013 C conf
Applying a BP Neural Network Model to Predict the Length of Hospital Stay.
HIS
Jing-song Li, Yu Tian, Yan-Feng Liu, Ting Shu, Ming-Hui Liang
2012 J jnl
Performance Assessment of EMR Systems Based on Post-Relational Database.
J. Medical Syst.
Hai-Yan Yu, Jing-song Li, Xiaoguang Zhang, Yu Tian, Muneou Suzuki, Kenji Araki