Integrating Medical Domain Knowledge for Early Diagnosis of Fever of Unknown Origin: An Interpretable Hierarchical Multimodal Neural Network Approach.

[BibT_eX]

[DOI]

Zhixiao Wang

Jian Liu

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.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., June, 2023

Causal knowledge graph construction and evaluation for clinical decision support of diabetic nephropathy.

[BibT_eX]

[DOI]

J. Biomed. Informatics, March, 2023

A Blockchain-Based Approach for Patient Data Alignment Across Institutions.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Design and Application of Multi-Center Clinical Research Platform for Phenotyping of Voriconazole Hepatotoxicity.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Towards an Environmentally Robust Speech Assistant System for Emergency Medical Services.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Physician-Centered EHR Data Utilization: A Pilot Study.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Hierarchical Label Distribution Learning for Disease Prediction.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Personalized Prediction of Parkinson's Disease Progression Based on Deep Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

GCN-Based Risk Prediction for Necrosis Slide of Hepatocellular Carcinoma.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Does a Digital Health Application Could Be the Supplement to the Influenza Surveillance System?

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Real-Time Epileptic Seizure Detection Based on Deep Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

A method for the early prediction of chronic diseases based on short sequential medical data.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2022

A novel lifelong machine learning-based method to eliminate calibration drift in clinical prediction models.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2022

LabCor: Multi-label classification using a label correction strategy.

[BibT_eX]

[DOI]

Appl. Intell., 2022

2021

Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning From Label Fuzzy Proportions.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

EHR-Oriented Knowledge Graph System: Toward Efficient Utilization of Non-Used Information Buried in Routine Clinical Practice.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Multicenter Privacy-Preserving Cox Analysis Based on Homomorphic Encryption.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Automatic Pancreas Segmentation in CT Images With Distance-Based Saliency-Aware DenseASPP Network.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Sensors, 2021

Time-series deep survival prediction for hemodialysis patients using an attention-based Bi-GRU network.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2021

Improving prediction for medical institution with limited patient data: Leveraging hospital-specific data based on multicenter collaborative research network.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2021

2020

Improving prediction performance of colon cancer prognosis based on the integration of clinical and multi-omics data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Int. J. Medical Informatics, 2020

A multicenter random forest model for effective prognosis prediction in collaborative clinical research network.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2020

2017

An Automatic User-Adapted Physical Activity Classification Method Using Smartphones.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2017

High-Performance Personalized Heartbeat Classification Model for Long-Term ECG Signal.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2017

An ontology-based approach to patient follow-up assessment for continuous and personalized chronic disease management.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2017

Development of a Service-Oriented Sharable Clinical Decision Support System Based on Ontology for Chronic Disease.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

A Study on Data-Driven Novel Cancer Staging Methods.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2016

Hobbits: Hadoop and Hive based Internet traffic analysis.

[BibT_eX]

[DOI]

Abdeltawab M. Hendawi

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Research and Development of Semantics-based Sharable Clinical Pathway Systems.

[BibT_eX]

[DOI]

J. Medical Syst., 2015

2014

Use of an Agent-Based Simulation Model to Evaluate a Mobile-Based System for Supporting Emergency Evacuation Decision Making.

[BibT_eX]

[DOI]

J. Medical Syst., 2014

Design and Development of A Mobile-based System for Supporting Emergency Triage Decision Making.

[BibT_eX]

[DOI]

J. Medical Syst., 2014

Creating hospital-specific customized clinical pathways by applying semantic reasoning to clinical data.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2014

2012

Ontology-Based Clinical Pathways with Semantic Rules.

[BibT_eX]

[DOI]

J. Medical Syst., 2012

2011

Design and development of an international clinical data exchange system: the international layer function of the Dolphin Project.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2011

2007

Accurate Depth of Field Simulation in Real Time.

[BibT_eX]

[DOI]

Tianshu Zhou

Jim X. Chen

J. Mark Pullen

Comput. Graph. Forum, 2007

Scene Depth Reconstruction on the GPU: A Post Processing Technique for Layered Fog.

[BibT_eX]

[DOI]

Tianshu Zhou

Jim X. Chen

Peter Smith

Proceedings of the Virtual Reality, 2007

Tianshu Zhou

Bibliography

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