Tianshu Zhou

55 papers A* 1Journal 34Unranked 20
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
2026 J jnl
Hierarchical classification for differential diagnosis of fever of unknown origin: A multi-task learning approach with self-adaptive representation sharing.
Artif. Intell. Medicine
Zhixiao Wang, Yu Tian, Jian Liu, Tianshu Zhou, Yunqing Qiu, Jingsong Li
2025 J jnl
Accurate Core Body Temperature Prediction for Infrared Thermography Considering Ambient Temperature and Personal Features.
IEEE J. Biomed. Health Informatics
Chengcheng Shan, Jiawen Hu, Tianshu Zhou, 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 — conf
CARE-Former: Enhancing Prediction of Comorbidities in Rheumatoid Arthritis via Asymmetric Complication Associations.
MedInfo
Huayu Yu, Yu Tian, Shuyu Ouyang, Dubai Li, Danyang Tong, Tianshu Zhou, Nan Jiang, Qian Wang, Xinping Tian, Jingsong Li
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 J jnl
Deciphering Haplotype-level Chromosome Conformation Alteration in Down Syndrome by Haplotype-resolved Multi-omics Analysis.
Genom. Proteom. Bioinform.
Chengchao Wu, Tianshu Zhou, Wenfu Ke, Wei Xiong, Zhihui Zhang, Siheng Zhang, Jinyue Wang, Lulu Deng, Keji Yan, Man Wang, Shenglong He, Qi Gong, Chao Ma, Xiaping Chen, Yan Li, He Long, Chong Guo, Gang Cao, Zhijun Zhang
2025 J jnl
From Questions to Clinical Recommendations: Large Language Models Driving Evidence-Based Clinical Decision Making.
CoRR
Dubai Li, Nan Jiang, Kangping Huang, Ruiqi Tu, Shuyu Ouyang, Huayu Yu, Lin Qiao, Chen Yu, Tianshu Zhou, Dan-Yang Tong, Qian Wang, Mengtao Li, Xiaofeng Zeng, Yu Tian, Xinping Tian, Jingsong Li
2025 — conf
Graph-Embedding Enhanced Hierarchical Model for Personalized Rheumatoid Arthritis Drug Recommendations.
MedInfo
Shuyu Ouyang, Yu Tian, Dubai Li, Huayu Yu, Dan-Yang Tong, Tianshu Zhou, Nan Jiang, Qian Wang, Xinping Tian, 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
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 A* conf
SCOPE: Evaluating and Enhancing Permission Explanation Transparency in Mobile Apps.
ASE
Liu Wang, Tianshu Zhou, Haoyu Wang, Xiyuan Liu, Yi Wang
2025 J jnl
Streamlining evidence based clinical recommendations with large language models.
npj Digit. Medicine
Dubai Li, Nan Jiang, Kangping Huang, Ruiqi Tu, Shuyu Ouyang, Huayu Yu, Lin Qiao, Chen Yu, Tianshu Zhou, Dan-Yang Tong, Qian Wang, Mengtao Li, Xiaofeng Zeng, Yu Tian, Xinping Tian, 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
Attribute Diversity Aware Community Detection on Attributed Graphs Using Three-View Graph Attention Neural Networks.
ACM Trans. Knowl. Discov. Data
Yang Zhang, Ting Yu, Shengqiang Chi, Zhen Wang, Yue Gao, Ji Zhang, Tianshu Zhou
2024 J jnl
On the Horizontal Divergence Asymmetry in the Gulf of Mexico.
Symmetry
Tianshu Zhou, Jin-Han Xie, Dhruv Balwada
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 — conf
A Knowledge-based and Data-driven Approach for Predicting Acute Kidney Injury in Patients with Heart Failure.
EMBC
Shengqiang Chi, Tianshu Zhou, Weiwei Zhu, Xueyao Li, 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
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
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
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
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
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
Electrochemical Characteristics Based on Skin-Electrode Contact Pressure for Dry Biomedical Electrodes and the Application to Wearable ECG Signal Acquisition.
J. Sensors
Jinzhong Song, Tianshu Zhou, Zhonggang Liang, Ruoxi Liu, Jianping Guo, Xinming Yu, Zhongping Cao, Chuang Yu, Qingjun Liu, 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
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 — conf
Development of a Service-Oriented Sharable Clinical Decision Support System Based on Ontology for Chronic Disease.
MedInfo
Yong Shang, Yu Wang, Ling Gou, Chengkai Wu, Tianshu Zhou, Jing-song Li
2016 — conf
Hobbits: Hadoop and Hive based Internet traffic analysis.
IEEE BigData
Abdeltawab M. Hendawi, Fatemah Alali, Xiaoyu Wang, Yunfei Guan, Tianshu Zhou, Xiao Liu, Nada Basit, John A. Stankovic
2007 J jnl
Accurate Depth of Field Simulation in Real Time.
Comput. Graph. Forum
Tianshu Zhou, Jim X. Chen, J. Mark Pullen
2007 — conf
Scene Depth Reconstruction on the GPU: A Post Processing Technique for Layered Fog.
HCI (14)
Tianshu Zhou, Jim X. Chen, Peter Smith