Publications by authors named "Ali Gooya"

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SegMorph: Concurrent Motion Estimation and Segmentation for Cardiac MRI Sequences.
Ning Bi, Arezoo Zakeri, Yan Xia, Nina Cheng, Alejandro F Frangi, Ali Gooya

IEEE Trans Med Imaging· September 2025

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An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation.
Soodeh Kalaie, Andy Bulpitt, Alejandro F Frangi, Ali Gooya

IEEE Trans Med Imaging· August 2025

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UDF-GMA: Uncertainty Disentanglement and Fusion for General Movement Assessment.
Zeqi Luo, Ali Gooya, Edmond S L Ho

IEEE J Biomed Health Inform· July 2025

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Deep learning combining imaging, dose and clinical data for predicting bowel toxicity after pelvic radiotherapy.
Behnaz Elhaminia, Alexandra Gilbert, Andrew Scarsbrook, John Lilley, Ane Appelt, Ali Gooya

Phys Imaging Radiat Oncol· January 2025

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4D-Precise: Learning-based 3D motion estimation and high temporal resolution 4DCT reconstruction from treatment 2D+t X-ray projections.
Arezoo Zakeri, Alireza Hokmabadi, Michael G Nix, Ali Gooya, Isuru Wijesinghe

Comput Methods Programs Biomed· June 2024

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Immune subtyping of melanoma whole slide images using multiple instance learning.
Lucy Godson, Navid Alemi, Jérémie Nsengimana, Graham P Cook, Emily L Clarke, Ali Gooya

Med Image Anal· April 2024

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Toxicity Prediction in Pelvic Radiotherapy Using Multiple Instance Learning and Cascaded Attention Layers.
Behnaz Elhaminia, Alexandra Gilbert, John Lilley, Moloud Abdar, Alejandro F Frangi, Ali Gooya

IEEE J Biomed Health Inform· April 2023

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DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame.
Arezoo Zakeri, Alireza Hokmabadi, Ning Bi, Isuru Wijesinghe, Michael G Nix, Ali Gooya

Med Image Anal· January 2023

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A probabilistic deep motion model for unsupervised cardiac shape anomaly assessment.
Arezoo Zakeri, Alireza Hokmabadi, Nishant Ravikumar, Alejandro F Frangi, Ali Gooya

Med Image Anal· January 2022

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A Multi-Organ Nucleus Segmentation Challenge.
Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Ali Gooya

IEEE Trans Med Imaging· May 2020

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Quantitative CMR population imaging on 20,000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation.
Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang

Med Image Anal· August 2019

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Bayesian Polytrees With Learned Deep Features for Multi-Class Cell Segmentation.
Hamid Fehri, Ali Gooya, Yuanjun Lu, Erik Meijering, Simon A Johnston

IEEE Trans Image Process· July 2019

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Generalised coherent point drift for group-wise multi-dimensional analysis of diffusion brain MRI data.
Nishant Ravikumar, Ali Gooya, Leandro Beltrachini, Alejandro F Frangi, Zeike A Taylor

Med Image Anal· April 2019

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Supervised Saliency Map Driven Segmentation of Lesions in Dermoscopic Images.
Mostafa Jahanifar, Neda Zamani Tajeddin, Babak Mohammadzadeh Asl, Ali Gooya

IEEE J Biomed Health Inform· March 2019

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Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher Discriminative 3D CNN.
Le Zhang, Ali Gooya, Marco Pereanez, Bo Dong, Stefan Piechnik

IEEE Trans Biomed Eng· November 2018

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Classification of breast lesions in ultrasonography using sparse logistic regression and morphology-based texture features.
Hoda Nemat, Hamid Fehri, Nasrin Ahmadinejad, Alejandro F Frangi, Ali Gooya

Med Phys· July 2018

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Mixture of Probabilistic Principal Component Analyzers for Shapes from Point Sets.
Ali Gooya, Karim Lekadir, Isaac Castro-Mateos, Jose Maria Pozo, Alejandro F Frangi

IEEE Trans Pattern Anal Mach Intell· April 2018

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Statistical shape modeling of the left ventricle: myocardial infarct classification challenge.
Avan Suinesiaputra, Pierre Ablin, Xenia Alba, Martino Alessandrini, Jack Allen, Ali Gooya

IEEE J Biomed Health Inform· March 2018

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Group-wise similarity registration of point sets using Student's t-mixture model for statistical shape models.
Nishant Ravikumar, Ali Gooya, Serkan Çimen, Alejandro F Frangi, Zeike A Taylor

Med Image Anal· February 2018

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Vascular tree tracking and bifurcation points detection in retinal images using a hierarchical probabilistic model.
Soodeh Kalaie, Ali Gooya

Comput Methods Programs Biomed· November 2017

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Fully automatic detection of lung nodules in CT images using a hybrid feature set.
Furqan Shaukat, Gulistan Raja, Ali Gooya, Alejandro F Frangi

Med Phys· July 2017

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Tracking and diameter estimation of retinal vessels using Gaussian process and Radon transform.
Masoud Elhami Asl, Navid Alemi Koohbanani, Alejandro F Frangi, Ali Gooya

J Med Imaging (Bellingham)· July 2017

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Uncertainty quantification of wall shear stress in intracranial aneurysms using a data-driven statistical model of systemic blood flow variability.
Ali Sarrami-Foroushani, Toni Lassila, Ali Gooya, Arjan J Geers, Alejandro F Frangi

J Biomech· December 2016

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Precision Imaging: more descriptive, predictive and integrative imaging.
Alejandro F Frangi, Zeike A Taylor, Ali Gooya

Med Image Anal· October 2016

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Reconstruction of coronary arteries from X-ray angiography: A review.
Serkan Çimen, Ali Gooya, Michael Grass, Alejandro F Frangi

Med Image Anal· August 2016

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