Dongping Du
Orcid: 0000-0001-7095-6946
According to our database1,
Dongping Du
authored at least 31 papers
between 2002 and 2024.
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Bibliography
2024
Gaussian Process Latent Variable Model-Based Multi-Output Modeling of Incomplete Data.
IEEE Trans Autom. Sci. Eng., April, 2024
CAM3.0: determining cell type composition and expression from bulk tissues with fully unsupervised deconvolution.
Bioinform., March, 2024
IEEE Trans. Instrum. Meas., 2024
2021
Designing a Transferable Predictive Model for Online Learning Using a Bayesian Updating Approach.
IEEE Trans. Learn. Technol., 2021
Deep Spatio-temporal Sparse Decomposition for Trend Prediction and Anomaly Detection in Cardiac Electrical Conduction.
CoRR, 2021
Control of a Mechanical Blood Pump based on a Trade-off between Aortic Valve Dynamics and Cardiac Outputs.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Deep Neural Network-Based Survival Analysis for Skin Cancer Prediction in Heart Transplant Recipients.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
A Two-Stage Model Identification Method for Simulation of Electrical Wave Propagation in Heart Tissue.
IEEE Access, 2020
Gaussian Process-Based Spatiotemporal Modeling of Electrical Wave Propagation in Human Atrium<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Automatic Classification of Heartbeats Using ECG Signals via Higher Order Hidden Markov Model.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020
2019
Physics-based Deep Spatio-temporal Metamodeling for Cardiac Electrical Conduction Simulation.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
Model Identification and Physical Exercise Control using Nonlinear Heart Rate Model and Particle Filter.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
Proceedings of the 2019 American Control Conference, 2019
Stochastic Modeling and Control of Circulatory System with a Left Ventricular Assist Device.
Proceedings of the 2019 American Control Conference, 2019
2018
In-Silico Modeling of the Functional Role of Reduced Sialylation in Sodium and Potassium Channel Gating of Mouse Ventricular Myocytes.
IEEE J. Biomed. Health Informatics, 2018
Fault detection and diagnosis using empirical mode decomposition based principal component analysis.
Comput. Chem. Eng., 2018
Generalized polynomial chaos-based uncertainty quantification and propagation in multi-scale modeling of cardiac electrophysiology.
Comput. Biol. Medicine, 2018
Improved Heart Rate Tracking Using Multiple Wrist-type Photoplethysmography during Physical Activities.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Surface grinding of CFRP composites using rotary ultrasonic machining: design of experiment on cutting force, torque and surface roughness.
Int. J. Manuf. Res., 2017
Global sensitivity analysis for developing biological models: Application to K+ channel model in mouse ventricular myocytes.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Cardiac image segmentation using generalized polynomial chaos expansion and level set function.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Statistical Metamodeling and Sequential Design of Computer Experiments to Model Glyco-Altered Gating of Sodium Channels in Cardiac Myocytes.
IEEE J. Biomed. Health Informatics, 2016
Propagation of parametric uncertainty for the K+ channel model in mouse ventricular myocytes.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Detection of the propagating direction of electrical wavefront in atrial fibrillation.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2014
In-Silico Modeling of Glycosylation Modulation Dynamics in hERG Ion Channels and Cardiac Electrical Signals.
IEEE J. Biomed. Health Informatics, 2014
Parallel computing simulation of electrical excitation and conduction in the 3D human heart.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014
Modified Cramer-Rao Bounds for Parameter Estimation of Hybrid Modulated Signal Combining PRBC and LFM.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014
2011
Multi-scale modeling of glycosylation modulation dynamics in cardiac electrical signaling.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2002
PhD thesis, 2002