David Moratal

Affiliations:
  • Polytechnic University of Valencia, Spain


According to our database1, David Moratal authored at least 56 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
MRI texture-based radiomics analysis for the identification of altered functional networks in alcoholic patients and animal models.
Comput. Medical Imaging Graph., March, 2023

Deep Learning Segmentation of Lower Extremities Radiographs for an Automatic Leg Length Discrepancy Measurement.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Deep Learning-Based Predictive Model for Revascularization of Chronic Total Occlusions on Angiographic Imaging.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Software Tool for the Measurement of the Aortic Annulus Area by Means of Computed Tomography Image Analysis for the Planning of Transcatheter Aortic Valve Replacement (TAVR).
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Breast Cancer Diagnosis Using Texture and Shape Features in MRI.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Low-Power Lossless Data Compression for Wireless Brain Electrophysiology.
Sensors, 2022

End-systole and end-diastole detection in short axis cine MRI using a fully convolutional neural network with dilated convolutions.
Comput. Medical Imaging Graph., 2022

Development of an Image-Based Methodology for the Evaluation of Histopathological Features in Human Meningioma.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Texture Analysis in MRI of the Knee for an Early Diagnosis of Osteoarthritis.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Multiclass Classification of Prostate Tumors Following an MR Image Analysis-Based Radiomics Approach.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Synthetic Generation of Cardiac MR Images Combining Convolutional Variational Autoencoders and Style Transfer.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Detection and Classification of Myocardial Infarction Transmurality Using Cardiac MR Image Analysis and Machine Learning Algorithms.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Analysis of New Biomarkers for the Study of Schizophrenia Following a Radiomics Approach on MR and PET Imaging.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Quantitative Analysis of Real-Time Infrared Thermography for the Assessment of Lumbar Sympathetic Blocks: A Preliminary Study.
Sensors, 2021

Automatic left ventricle volume calculation with explainability through a deep learning weak-supervision methodology.
Comput. Methods Programs Biomed., 2021

Automatic Multi-Atlas Liver Segmentation and Couinaud Classification from CT Volumes.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Skin Temperature Assessment During Lumbar Sympathetic Blocks by Infrared Thermography.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Determination of Image-based Biomarkers for the Diagnosis of Hypertrophic Cardiomyopathy, Hypertensive Cardiomyopathy and Amyloidosis From Texture Analysis in Cardiac MRI.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

Comparative Analysis of Tagging and Feature-Tracking Cardiac MRI Techniques for the Evaluation of Cardiac Deformation.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

PSPU-Net for Automatic Short Axis Cine MRI Segmentation of Left and Right Ventricles.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
Identification of the presence of ischaemic stroke lesions by means of texture analysis on brain magnetic resonance images.
Comput. Medical Imaging Graph., 2019

2018
HIVE Tracker: a tiny, low-cost, and scalable device for sub-millimetric 3D positioning.
Proceedings of the 9th Augmented Human International Conference, 2018

2017
Structural and functional, empirical and modeled connectivity in the cerebral cortex of the rat.
NeuroImage, 2017

Identifying the primary site of origin of MRI brain metastases from lung and breast cancer following a 2D radiomics approach.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Texture analysis for infarcted myocardium detection on delayed enhancement MRI.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Automatic positioning device for cutting three-dimensional tissue in living or fixed samples. Proof of concept.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

RATT: RFID Assisted Tracking Tile. Preliminary results.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Brain functional connectivity alterations in a rat model of excessive alcohol drinking: A resting-state network analysis.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A radiomics evaluation of 2D and 3D MRI texture features to classify brain metastases from lung cancer and melanoma.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Evaluating network brain connectivity in alcohol postdependent state using Network-Based Statistic.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A fully automated method for segmentation and classification of local field potential recordings. Preliminary results.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

The use of subject-specific Finite Element analysis of L1-L4 vertebra to screening osteoporosis in postmenopausal women.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2015
Neurosurgery planning in rodents using a magnetic resonance imaging assisted framework to target experimentally defined networks.
Comput. Methods Programs Biomed., 2015

Semiautomatic computer-aided classification of degenerative lumbar spine disease in magnetic resonance imaging.
Comput. Biol. Medicine, 2015

Functional diffusion map: A biomarker of brain metastases response to treatment based on magnetic resonance image analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automatic segmentation of the spine by means of a probabilistic atlas with a special focus on ribs suppression. Preliminary results.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A fully automated level-set based segmentation method of thoracic and lumbar vertebral bodies in Computed Tomography images.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Magnetic resonance microimaging of a swine infarcted heart: Performing cardiac virtual histologies.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automatic detection of local arterial input functions through Independent Component Analysis on Dynamic Contrast enhanced Magnetic Resonance Imaging.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Primary ciliary dyskinesia assessment by means of optical flow analysis of phase-contrast microscopy images.
Comput. Medical Imaging Graph., 2014

Computer-aided detection of brain metastases using a three-dimensional template-based matching algorithm.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Fully automatic spinal canal segmentation for radiation therapy using a Gradient Vector Flow-based method on computed tomography images: A preliminary study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A fully automated method for spinal canal detection in computed tomography images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Ciliary motility activity measurement using a dense optical flow algorithm.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Unsupervised segmentation of brain regions with similar microstructural properties: Application to alcoholism.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Optical flow method in phase-contrast microscopy images for the diagnosis of primary ciliary dyskinesia through measurement of ciliary beat frequency. Preliminary results.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A semiautomatic segmentation method, solid tissue classification and 3D reconstruction of mandible from computed tomography imaging for biomechanical analysis.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Quantitative analysis of cerebrospinal fluid flow in complex regions by using phase contrast magnetic resonance imaging.
Int. J. Imaging Syst. Technol., 2011

2008
Time-resolved parallel imaging with a reduced dynamic field of view.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Convolutive Blind Source Separation Algorithms Applied to the Electrocardiogram of Atrial Fibrillation: Study of Performance.
IEEE Trans. Biomed. Eng., 2007

Automatic segmentation and 3D reconstruction of intravascular ultrasound images for a fast preliminar evaluation of vessel pathologies.
Comput. Medical Imaging Graph., 2007

2006
Performance Study of Convolutive BSS Algorithms Applied to the Electrocardiogram of Atrial Fibrillation.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Wavelet Denoising as Preprocessing Stage to Improve ICA Performance in Atrial Fibrillation Analysis.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Derivation of Atrial Surface Reentries Applying ICA to the Standard Electrocardiogram of Patients in Postoperative Atrial Fibrillation.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Using the Grid to Analyze the Pharmacokinetic Modelling after Contrast Administration in Dynamic MRI.
Proceedings of the Challenges and Opportunities of HealthGrids, 2006

2005
Estimation of atrial fibrillatory wave from single-lead atrial fibrillation electrocardiograms using principal component analysis concepts.
Medical Biol. Eng. Comput., 2005


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