54 results on '"Gooya, Ali"'
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2. Deep learning with visual explanation for radiotherapy-induced toxicity prediction
3. High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort
4. Nuclear Instance Segmentation Using a Proposal-Free Spatially Aware Deep Learning Framework
5. Toxicity Prediction in Pelvic Radiotherapy Using Multiple Instance Learning and Cascaded Attention Layers
6. DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame
7. Nuclei Detection Using Mixture Density Networks
8. Multi-class Image Segmentation in Fluorescence Microscopy Using Polytrees
9. Generalised Coherent Point Drift for Group-Wise Registration of Multi-dimensional Point Sets
10. Semi-supervised Assessment of Incomplete LV Coverage in Cardiac MRI Using Generative Adversarial Nets
11. A probabilistic deep motion model for unsupervised cardiac shape anomaly assessment
12. A Multi-resolution T-Mixture Model Approach to Robust Group-Wise Alignment of Shapes
13. Direct Estimation of Wall Shear Stress from Aneurysmal Morphology: A Statistical Approach
14. Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks
15. Reconstruction of Coronary Artery Centrelines from X-Ray Angiography Using a Mixture of Student’s t-Distributions
16. Joint Clustering and Component Analysis of Spatio-Temporal Shape Patterns in Myocardial Infarction
17. Joint Clustering and Component Analysis of Correspondenceless Point Sets: Application to Cardiac Statistical Modeling
18. A Bayesian Approach for Construction of Sparse Statistical Shape Models Using Dirichlet Distribution
19. Joint Segmentation and Deformable Registration of Brain Scans Guided by a Tumor Growth Model
20. R-PLUS: A Riemannian Anisotropic Edge Detection Scheme for Vascular Segmentation
21. A Multi-Organ Nucleus Segmentation Challenge
22. Pulsative Flow Segmentation in MRA Image Series by AR Modeling and EM Algorithm
23. Quantitative CMR population imaging on 20,000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation
24. Bayesian Polytrees With Learned Deep Features for Multi-Class Cell Segmentation
25. Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging With Fisher-Discriminative 3-D CNN
26. Generalised coherent point drift for group-wise multi-dimensional analysis of diffusion brain MRI data
27. Supervised Saliency Map Driven Segmentation of Lesions in Dermoscopic Images
28. Classification of breast lesions in ultrasonography using sparse logistic regression and morphology-based texture features
29. Mixture of Probabilistic Principal Component Analyzers for Shapes from Point Sets
30. Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge
31. Group-wise similarity registration of point sets using Student’s t-mixture model for statistical shape models
32. Vascular tree tracking and bifurcation points detection in retinal images using a hierarchical probabilistic model
33. Tracking and diameter estimation of retinal vessels using Gaussian process and Radon transform
34. Fully automatic detection of lung nodules in CT images using a hybrid feature set
35. Uncertainty quantification of wall shear stress in intracranial aneurysms using a data-driven statistical model of systemic blood flow variability
36. Precision Imaging: more descriptive, predictive and integrative imaging
37. Reconstruction of coronary arteries from X-ray angiography: A review
38. Reconstruction of coronary artery centrelines from x-ray rotational angiography using a probabilistic mixture model
39. Robust group-wise rigid registration of point sets using t-mixture model
40. A review of heart chamber segmentation for structural and functional analysis using cardiac magnetic resonance imaging
41. A novel multi-scale Hessian based spot enhancement filter for two dimensional gel electrophoresis images
42. A Bayesian Approach to Sparse Model Selection in Statistical Shape Models
43. Effective Statistical Edge Integration Using a Flux Maximizing Scheme for Volumetric Vascular Segmentation in MRA
44. Anisotropic Haralick Edge Detection Scheme with Application to Vessel Segmentation
45. A morphological approach for mental fatigue assessment
46. Fabricating an Interim Immediate Partial Denture in One Appointment (Modified Jiffy Denture). A Clinical Report
47. A modified impression technique for mandibular implant-retained overdenture
48. Generalization of geometrical flux maximizing flow on Riemannian manifolds for improved volumetric blood vessel segmentation
49. Deformable Registration of Glioma Images Using EM Algorithm and Diffusion Reaction Modeling
50. Application of trace-norm and low-rank matrix decomposition for computational anatomy
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