Tianshu Zhou
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
Bibliography
2024
An Explainable and Personalized Cognitive Reasoning Model Based on Knowledge Graph: Toward Decision Making for General Practice.
IEEE J. Biomed. Health Informatics, February, 2024
A few-shot disease diagnosis decision making model based on meta-learning for general practice.
Artif. Intell. Medicine, January, 2024
2023
Video-based evaluation system for tic action in Tourette syndrome: modeling, detection, and evaluation.
Health Inf. Sci. Syst., December, 2023
Integrating Medical Domain Knowledge for Early Diagnosis of Fever of Unknown Origin: An Interpretable Hierarchical Multimodal Neural Network Approach.
IEEE J. Biomed. Health Informatics, November, 2023
An unmanned emergency blood dispatch system based on an early prediction and fast delivery strategy: Design and development study.
Comput. Methods Programs Biomed., June, 2023
Causal knowledge graph construction and evaluation for clinical decision support of diabetic nephropathy.
J. Biomed. Informatics, March, 2023
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Design and Application of Multi-Center Clinical Research Platform for Phenotyping of Voriconazole Hepatotoxicity.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Towards an Environmentally Robust Speech Assistant System for Emergency Medical Services.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Extracting Dynamic Information of Temporal Clinical Data to Predict the Outcome in Critically Ill Patients.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Design of Household Cognitive Level Assessment System Based on Grip Force and Finger Force Distribution.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Personalized Prediction of Parkinson's Disease Progression Based on Deep Gaussian Processes.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Does a Digital Health Application Could Be the Supplement to the Influenza Surveillance System?
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
A Knowledge-based and Data-driven Approach for Predicting Acute Kidney Injury in Patients with Heart Failure.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning.
IEEE J. Biomed. Health Informatics, 2022
A method for the early prediction of chronic diseases based on short sequential medical data.
Artif. Intell. Medicine, 2022
A novel lifelong machine learning-based method to eliminate calibration drift in clinical prediction models.
Artif. Intell. Medicine, 2022
Appl. Intell., 2022
2021
Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning From Label Fuzzy Proportions.
IEEE J. Biomed. Health Informatics, 2021
EHR-Oriented Knowledge Graph System: Toward Efficient Utilization of Non-Used Information Buried in Routine Clinical Practice.
IEEE J. Biomed. Health Informatics, 2021
IEEE J. Biomed. Health Informatics, 2021
Automatic Pancreas Segmentation in CT Images With Distance-Based Saliency-Aware DenseASPP Network.
IEEE J. Biomed. Health Informatics, 2021
Electrochemical Characteristics Based on Skin-Electrode Contact Pressure for Dry Biomedical Electrodes and the Application to Wearable ECG Signal Acquisition.
J. Sensors, 2021
Time-series deep survival prediction for hemodialysis patients using an attention-based Bi-GRU network.
Comput. Methods Programs Biomed., 2021
Improving prediction for medical institution with limited patient data: Leveraging hospital-specific data based on multicenter collaborative research network.
Artif. Intell. Medicine, 2021
2020
Improving prediction performance of colon cancer prognosis based on the integration of clinical and multi-omics data.
BMC Medical Informatics Decis. Mak., 2020
Establishment and evaluation of a multicenter collaborative prediction model construction framework supporting model generalization and continuous improvement: A pilot study.
Int. J. Medical Informatics, 2020
A multicenter random forest model for effective prognosis prediction in collaborative clinical research network.
Artif. Intell. Medicine, 2020
2017
IEEE Trans. Biomed. Eng., 2017
High-Performance Personalized Heartbeat Classification Model for Long-Term ECG Signal.
IEEE Trans. Biomed. Eng., 2017
An ontology-based approach to patient follow-up assessment for continuous and personalized chronic disease management.
J. Biomed. Informatics, 2017
Development of a Service-Oriented Sharable Clinical Decision Support System Based on Ontology for Chronic Disease.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
2016
Integrating HL7 RIM and ontology for unified knowledge and data representation in clinical decision support systems.
Comput. Methods Programs Biomed., 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
J. Medical Syst., 2015
2014
Use of an Agent-Based Simulation Model to Evaluate a Mobile-Based System for Supporting Emergency Evacuation Decision Making.
J. Medical Syst., 2014
Design and Development of A Mobile-based System for Supporting Emergency Triage Decision Making.
J. Medical Syst., 2014
Creating hospital-specific customized clinical pathways by applying semantic reasoning to clinical data.
J. Biomed. Informatics, 2014
2012
2011
Design and development of an international clinical data exchange system: the international layer function of the Dolphin Project.
J. Am. Medical Informatics Assoc., 2011
2007
Proceedings of the Virtual Reality, 2007