Ali Gooya
Orcid: 0000-0001-5135-4800
According to our database1,
Ali Gooya
authored at least 52 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation.
CoRR, 2024
2023
Toxicity Prediction in Pelvic Radiotherapy Using Multiple Instance Learning and Cascaded Attention Layers.
IEEE J. Biomed. Health Informatics, April, 2023
DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame.
Medical Image Anal., 2023
A Geometric Deep Learning Framework for Generation of Virtual Left Ventricles as Graphs.
Proceedings of the Medical Imaging with Deep Learning, 2023
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
2022
Medical Image Anal., 2022
Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
2020
2019
IEEE J. Biomed. Health Informatics, 2019
IEEE Trans. Image Process., 2019
Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging With Fisher-Discriminative 3-D CNN.
IEEE Trans. Biomed. Eng., 2019
Generalised coherent point drift for group-wise multi-dimensional analysis of diffusion brain MRI data.
Medical Image Anal., 2019
Quantitative CMR population imaging on 20, 000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation.
Medical Image Anal., 2019
Nuclear Instance Segmentation Using a Proposal-Free Spatially Aware Deep Learning Framework.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
2018
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge.
IEEE J. Biomed. Health Informatics, 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Group-wise similarity registration of point sets using Student's t-mixture model for statistical shape models.
Medical Image Anal., 2018
Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN.
CoRR, 2018
Leveraging Transfer Learning for Segmenting Lesions and their Attributes in Dermoscopy Images.
CoRR, 2018
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
2017
Segmentation of Lesions in Dermoscopy Images Using Saliency Map And Contour Propagation.
CoRR, 2017
Vascular tree tracking and bifurcation points detection in retinal images using a hierarchical probabilistic model.
Comput. Methods Programs Biomed., 2017
Semi-supervised Assessment of Incomplete LV Coverage in Cardiac MRI Using Generative Adversarial Nets.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2017
Generalised Coherent Point Drift for Group-Wise Registration of Multi-dimensional Point Sets.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Information Processing in Medical Imaging, 2017
2016
Medical Image Anal., 2016
Medical Image Anal., 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Reconstruction of coronary artery centrelines from X-ray rotational angiography using a probabilistic mixture model.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016
Direct Estimation of Wall Shear Stress from Aneurysmal Morphology: A Statistical Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
A Multi-resolution T-Mixture Model Approach to Robust Group-Wise Alignment of Shapes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Reconstruction of Coronary Artery Centrelines from X-Ray Angiography Using a Mixture of Student's t-Distributions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
2015
SIAM J. Imaging Sci., 2015
A novel multi-scale Hessian based spot enhancement filter for two dimensional gel electrophoresis images.
Comput. Biol. Medicine, 2015
Joint Clustering and Component Analysis of Spatio-Temporal Shape Patterns in Myocardial Infarction.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015
Joint Clustering and Component Analysis of Correspondenceless Point Sets: Application to Cardiac Statistical Modeling.
Proceedings of the Information Processing in Medical Imaging, 2015
2013
A Bayesian Approach for Construction of Sparse Statistical Shape Models Using Dirichlet Distribution.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013
2012
IEEE Trans. Medical Imaging, 2012
Generalization of geometrical flux maximizing flow on Riemannian manifolds for improved volumetric blood vessel segmentation.
Comput. Medical Imaging Graph., 2012
2011
Deformable Registration of Glioma Images Using EM Algorithm and Diffusion Reaction Modeling.
IEEE Trans. Medical Imaging, 2011
Joint Segmentation and Deformable Registration of Brain Scans Guided by a Tumor Growth Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
An EM algorithm for brain tumor image registration: A tumor growth modeling based approach.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
Application of trace-norm and low-rank matrix decomposition for computational anatomy.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
2008
A Variational Method for Geometric Regularization of Vascular Segmentation in Medical Images.
IEEE Trans. Image Process., 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008
2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Effective Statistical Edge Integration Using a Flux Maximizing Scheme for Volumetric Vascular Segmentation in MRA.
Proceedings of the Information Processing in Medical Imaging, 2007
2006
Proceedings of the Medical Imaging and Augmented Reality, 2006