HeartSimSage: Attention-Enhanced Graph Neural Networks for Accelerating Cardiac Mechanics Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Shi, Lei, Chen, Yurui, Vedula, Vijay |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Optimization Framework to Personalize Passive Cardiac Mechanics
by: Shi, Lei, et al.
Published: (2024)
by: Shi, Lei, et al.
Published: (2024)
HeartUnloadNet: A Weakly-Supervised Cycle-Consistent Graph Network for Predicting Unloaded Cardiac Geometry from Diastolic States
by: Mu, Siyu, et al.
Published: (2025)
by: Mu, Siyu, et al.
Published: (2025)
Non-Invasive Reconstruction of Cardiac Activation Dynamics Using Physics-Informed Neural Networks
by: Dermul, Nathan, et al.
Published: (2026)
by: Dermul, Nathan, et al.
Published: (2026)
The Role of Computational Modeling in Enhancing Thermal Safety During Cardiac Ablation
by: Seidabadi, Leila, et al.
Published: (2025)
by: Seidabadi, Leila, et al.
Published: (2025)
In Silico Trials for Sex-Specific patient Inclusion Criteria in Cardiac Resynchronization Therapy: Advancing Precision in Heart Failure Treatment
by: Qian, Shuang, et al.
Published: (2025)
by: Qian, Shuang, et al.
Published: (2025)
Electrical and Mechanical Modeling of Uterine Contractions Analysis Using Connectivity Methods and Graph Theory
by: Dine, Kamil Bader El, et al.
Published: (2025)
by: Dine, Kamil Bader El, et al.
Published: (2025)
Magnetic Signature of Thermo-Electric Cardiac Dynamics
by: Crispino, Anna, et al.
Published: (2024)
by: Crispino, Anna, et al.
Published: (2024)
Reconstruction of Excitation Waves from Mechanical Deformation using Physics-Informed Neural Networks
by: Dermul, Nathan, et al.
Published: (2024)
by: Dermul, Nathan, et al.
Published: (2024)
Geodesic-based Predictive Shape Modeling of the Right Ventricle in Patients with Hypoplastic Left Heart Syndrome
by: Han, Ye, et al.
Published: (2024)
by: Han, Ye, et al.
Published: (2024)
AutoSimTTF: A Fully Automatic Pipeline for Electric Field Simulation and Treatment Planning of Tumor Treating Fields
by: Wang, Minmin, et al.
Published: (2024)
by: Wang, Minmin, et al.
Published: (2024)
A Review on Low-Dose Emission Tomography Post-Reconstruction Denoising with Neural Network Approaches
by: Bousse, Alexandre, et al.
Published: (2023)
by: Bousse, Alexandre, et al.
Published: (2023)
Cardiac mechanics modeling: recent developments and current challenges
by: Brown, Aaron L., et al.
Published: (2025)
by: Brown, Aaron L., et al.
Published: (2025)
Human Cardiac Measurements with Diamond Magnetometers
by: Omar, Muhib, et al.
Published: (2026)
by: Omar, Muhib, et al.
Published: (2026)
Understanding the PULSAR Effect in Combined Radiotherapy and Immunotherapy through Attention Mechanisms with a Transformer Model
by: Peng, Hao, et al.
Published: (2024)
by: Peng, Hao, et al.
Published: (2024)
ECG-Free Assessment of Cardiac Valve Events Using Seismocardiography
by: Rahman, Mohammad Muntasir, et al.
Published: (2024)
by: Rahman, Mohammad Muntasir, et al.
Published: (2024)
Physics-Guided Dual-Domain Network with Attention-Based Fusion for Portable MRI Reconstruction
by: Ilıcak, Efe, et al.
Published: (2026)
by: Ilıcak, Efe, et al.
Published: (2026)
pyCEPS: A cross-platform Electroanatomic Mapping Data to Computational Model Conversion Platform for the Calibration of Digital Twin Models of Cardiac Electrophysiology
by: Arnold, Robert, et al.
Published: (2024)
by: Arnold, Robert, et al.
Published: (2024)
A Physiological-Model-Based Neural Network Framework for Blood Pressure Estimation from Photoplethysmography Signals
by: Zhang, Yaowen, et al.
Published: (2025)
by: Zhang, Yaowen, et al.
Published: (2025)
Electromechanical Dynamics of the Heart: A Study of Cardiac Hysteresis During Physical Stress Test
by: Karimi, Sajjad, et al.
Published: (2024)
by: Karimi, Sajjad, et al.
Published: (2024)
Accelerated Electromagnetic Simulation of MRI RF Interactions with Graphene Microtransistor-Based Neural Probes for Electrophysiology-fMRI Integration
by: Kumar, Suchit, et al.
Published: (2026)
by: Kumar, Suchit, et al.
Published: (2026)
Commissioning of the RefleXion X1 Linear Accelerator and Development of a Consensus Reference Beam Model
by: W. Tyler Watkins, et al.
Published: (2025)
by: W. Tyler Watkins, et al.
Published: (2025)
Cardiac meshes reconstruction from cardiac magnetic resonance image by graph transformation
by: Yang He, et al.
Published: (2026)
by: Yang He, et al.
Published: (2026)
Identifying radiogenomic associations of breast cancer based on DCE‐MRI by using Siamese Neural Network with manufacturer bias normalization
by: Junhua Chen, et al.
Published: (2024)
by: Junhua Chen, et al.
Published: (2024)
Impact of Electric Spatially Discordant Alternans on Cardiac Magnetic Field
by: Nicoletti, Martina, et al.
Published: (2025)
by: Nicoletti, Martina, et al.
Published: (2025)
Accelerating vision foundation model for efficient medical image segmentation
by: Xian‐Tao Wu, et al.
Published: (2025)
by: Xian‐Tao Wu, et al.
Published: (2025)
Enhancing prostate cancer segmentation on multiparametric magnetic resonance imaging with background information and gland masks
by: Lei Wang, et al.
Published: (2024)
by: Lei Wang, et al.
Published: (2024)
Protocol Optimization for Functional Cardiac CT Imaging Using Noise Emulation in the Raw Data Domain
by: Yin, Zhye, et al.
Published: (2024)
by: Yin, Zhye, et al.
Published: (2024)
Accelerated X-Ray Fluorescence Computed Tomography via Multi-Pencil-Beam Excitation
by: Schmidt, Ryder M., et al.
Published: (2025)
by: Schmidt, Ryder M., et al.
Published: (2025)
Experimental Learning of a Hyperelastic Behavior with a Physics-Augmented Neural Network
by: Jailin, Clément, et al.
Published: (2024)
by: Jailin, Clément, et al.
Published: (2024)
Eye2Heart : a validated lumped-parameter model bridging cardiovascular and ocular dynamics
by: Sala, Lorenzo, et al.
Published: (2025)
by: Sala, Lorenzo, et al.
Published: (2025)
Non-invasive Reversible Software-based Electron FLASH Irradiation Configuration of a Linear Accelerator in Clinical Use
by: Melemenidis, Stavros, et al.
Published: (2025)
by: Melemenidis, Stavros, et al.
Published: (2025)
Cross-View Attention Fusion Net: A Prior-Guided Dual-View Representation Learning for Cardiac Output Estimation from Short-Term PPG Signals
by: Zhang, Yaowen, et al.
Published: (2026)
by: Zhang, Yaowen, et al.
Published: (2026)
Deducing Cardiorespiratory Motion of Cardiac Substructures Using a Novel 5D-MRI Workflow for Radiotherapy
by: Ruff, Chase, et al.
Published: (2025)
by: Ruff, Chase, et al.
Published: (2025)
Dual-Correction Physics-Informed Neural Networks for Hemodynamic Reconstruction from Sparse Data
by: Song, Jingtai, et al.
Published: (2026)
by: Song, Jingtai, et al.
Published: (2026)
Multiscale Mechanical Modeling of Skeletal Muscle: A Systemic Review of the Literature
by: Loumeaud, Aude, et al.
Published: (2024)
by: Loumeaud, Aude, et al.
Published: (2024)
DCE-Qnet: Deep Network Quantification of Dynamic Contrast Enhanced (DCE) MRI
by: Cohen, Ouri, et al.
Published: (2024)
by: Cohen, Ouri, et al.
Published: (2024)
A physically constrained Monte Carlo–Neural Network coupling algorithm for BNCT dose calculation
by: Yongquan Wang, et al.
Published: (2024)
by: Yongquan Wang, et al.
Published: (2024)
Clinical Validation and Prospective Deployment of an Automated Deep Learning-Based Coronary Segmentation and Cardiac Toxicity Risk Prediction System
by: Guthier, Christian V., et al.
Published: (2025)
by: Guthier, Christian V., et al.
Published: (2025)
MATI: A GPU-Accelerated Toolbox for Microstructural Diffusion MRI Simulation and Data Fitting with a User-Friendly GUI
by: Xu, Junzhong, et al.
Published: (2024)
by: Xu, Junzhong, et al.
Published: (2024)
Matrixed-Spectrum Decomposition Accelerated Linear Boltzmann Transport Equation Solver for Fast Scatter Correction in Multi-Spectral CT
by: Zhu, Guoxi, et al.
Published: (2025)
by: Zhu, Guoxi, et al.
Published: (2025)
Similar Items
-
An Optimization Framework to Personalize Passive Cardiac Mechanics
by: Shi, Lei, et al.
Published: (2024) -
HeartUnloadNet: A Weakly-Supervised Cycle-Consistent Graph Network for Predicting Unloaded Cardiac Geometry from Diastolic States
by: Mu, Siyu, et al.
Published: (2025) -
Non-Invasive Reconstruction of Cardiac Activation Dynamics Using Physics-Informed Neural Networks
by: Dermul, Nathan, et al.
Published: (2026) -
The Role of Computational Modeling in Enhancing Thermal Safety During Cardiac Ablation
by: Seidabadi, Leila, et al.
Published: (2025) -
In Silico Trials for Sex-Specific patient Inclusion Criteria in Cardiac Resynchronization Therapy: Advancing Precision in Heart Failure Treatment
by: Qian, Shuang, et al.
Published: (2025)