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442 results on '"Puyol-Antón, Esther"'

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201. An Efficient and Accurate Neural Network Tool for Finding Correlation Between Gene Expression and Histological Images

202. Uncertainty Based Border-Aware Segmentation Network for Deep Caries

203. Towards Fine-Grained Polyp Segmentation and Classification

204. Brain Matters: Exploring Bias in AI for Neuroimaging Research

205. Automated Hand Joint Classification of Psoriatic Arthritis Patients Using Routinely Acquired Near Infrared Fluorescence Optical Imaging

206. Unveiling Fairness Biases in Deep Learning-Based Brain MRI Reconstruction

207. Deep Learning-Based Fast MRI Reconstruction: Improving Generalization for Clinical Translation

208. Automatic Neurocranial Landmarks Detection from Visible Facial Landmarks Leveraging 3D Head Priors

209. Robust Cardiac MRI Segmentation with Data-Centric Models to Improve Performance via Intensive Pre-training and Augmentation

210. A Deep Learning-Based Fully Automatic Framework for Motion-Existing Cine Image Quality Control and Quantitative Analysis

211. 3D MRI Cardiac Segmentation Under Respiratory Motion Artifacts

212. Combination Special Data Augmentation and Sampling Inspection Network for Cardiac Magnetic Resonance Imaging Quality Classification

213. Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation

214. Automatic Cardiac Magnetic Resonance Respiratory Motions Assessment and Segmentation

215. Automatic Quality Assessment of Cardiac MR Images with Motion Artefacts Using Multi-task Learning and K-Space Motion Artefact Augmentation

216. Automatic Image Quality Assessment and Cardiac Segmentation Based on CMR Images

217. Detecting Respiratory Motion Artefacts for Cardiovascular MRIs to Ensure High-Quality Segmentation

218. Motion-Related Artefact Classification Using Patch-Based Ensemble and Transfer Learning in Cardiac MRI

219. Semi-supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo Labels

220. Cardiac Segmentation Using Transfer Learning Under Respiratory Motion Artifacts

221. Deep Learning Based Classification and Segmentation for Cardiac Magnetic Resonance Imaging with Respiratory Motion Artifacts

222. Personalized Fast Electrophysiology Simulations to Evaluate Arrhythmogenicity of Ventricular Slow Conduction Channels

223. Comparison of Semi- and Un-Supervised Domain Adaptation Methods for Whole-Heart Segmentation

224. PAT-CNN: Automatic Segmentation and Quantification of Pericardial Adipose Tissue from T2-Weighted Cardiac Magnetic Resonance Images

225. Self-supervised Motion Descriptor for Cardiac Phase Detection in 4D CMR Based on Discrete Vector Field Estimations

226. Towards Real-Time Optimization of Left Atrial Appendage Occlusion Device Placement Through Physics-Informed Neural Networks

227. Deep Computational Model for the Inference of Ventricular Activation Properties

228. Haemodynamic Changes in the Fetal Circulation Post-connection to an Artificial Placenta: A Computational Modelling Study

229. Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels

230. Mesh U-Nets for 3D Cardiac Deformation Modeling

231. 3D Mitral Valve Surface Reconstruction from 3D TEE via Graph Neural Networks

232. Efficient MRI Reconstruction with Reinforcement Learning for Automatic Acquisition Stopping

233. Learning Correspondences of Cardiac Motion from Images Using Biomechanics-Informed Modeling

234. Statistical Shape Modeling of Biventricular Anatomy with Shared Boundaries

235. Post-Infarction Risk Prediction with Mesh Classification Networks

236. Simplifying Disease Staging Models into a Single Anatomical Axis - A Case Study of Aortic Coarctation In-utero

237. Computerized Analysis of the Human Heart to Guide Targeted Treatment of Atrial Fibrillation

238. Point2Mesh-Net: Combining Point Cloud and Mesh-Based Deep Learning for Cardiac Shape Reconstruction

239. Skeletal Model-Based Analysis of the Tricuspid Valve in Hypoplastic Left Heart Syndrome

240. Explainable Electrocardiogram Analysis with Wave Decomposition: Application to Myocardial Infarction Detection

241. Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage

242. Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data

243. Geometrical Deep Learning for the Estimation of Residence Time in the Left Atria

244. Review of Data Types and Model Dimensionality for Cardiac DTI SMS-Related Artefact Removal

245. Unsupervised Echocardiography Registration Through Patch-Based MLPs and Transformers

246. Sensitivity Analysis of Left Atrial Wall Modeling Approaches and Inlet/Outlet Boundary Conditions in Fluid Simulations to Predict Thrombus Formation

247. Interpretable Prediction of Post-Infarct Ventricular Arrhythmia Using Graph Convolutional Network

248. APHYN-EP: Physics-Based Deep Learning Framework to Learn and Forecast Cardiac Electrophysiology Dynamics

249. Spatiotemporal Cardiac Statistical Shape Modeling: A Data-Driven Approach

250. Improving Echocardiography Segmentation by Polar Transformation

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