Physics-constrained Deep Learning for Robust Inverse ECG Modeling

26 July 2021

Papers citing "Physics-constrained Deep Learning for Robust Inverse ECG Modeling"

8 / 8 papers shown

Title
Geometry-aware Active Learning of Spatiotemporal Dynamic Systems Xizhuo Zhang AI4CE 29 0 0 26 Apr 2025
MUSE-Net: Missingness-aware mUlti-branching Self-attention Encoder for Irregular Longitudinal Electronic Health Records Zekai Wang Tieming Liu B. Yao 36 0 0 30 Jun 2024
Solving the Inverse Problem of Electrocardiography for Cardiac Digital Twins: A Survey Lei Li J. Camps Blanca Rodriguez Vicente Grau SyDa 38 2 0 17 Jun 2024
The Effect of Different Optimization Strategies to Physics-Constrained Deep Learning for Soil Moisture Estimation Jianxin Xie Bing Yao Zheyu Jiang AI4CE 15 1 0 13 Mar 2024
Physically Informed Synchronic-adaptive Learning for Industrial Systems Modeling in Heterogeneous Media with Unavailable Time-varying Interface Aina Wang Pan Qin Xi-Ming Sun PINN AI4CE 26 0 0 26 Jan 2024
Towards Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference Lei Li J. Camps Zhinuo Z. Wang Abhirup Banerjee Marcel Beetz Blanca Rodriguez Vicente Grau 23 11 0 10 Jul 2023
Hierarchical Deep Learning with Generative Adversarial Network for Automatic Cardiac Diagnosis from ECG Signals Zekai Wang S. Stavrakis B. Yao GAN 16 53 0 19 Oct 2022
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems J. Willard X. Jia Shaoming Xu M. Steinbach Vipin Kumar AI4CE 91 387 0 10 Mar 2020