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Ali Gooya

University of Sheffield

59

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DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame

2023 Medical Image Analysis
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Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups.

2022 CoRR
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Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher Discriminative 3D CNN.

2019 IEEE Transactions on Biomedical Engineering
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Supervised Saliency Map Driven Segmentation of Lesions in Dermoscopic Images

2019 IEEE Journal of Biomedical and Health Informatics
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Simulation and Synthesis in Medical Imaging, Third International Workshop, SASHIMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings

2018
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Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge

2018 IEEE Journal of Biomedical and Health Informatics
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Group-wise similarity registration of point sets using Student’s t-mixture model for statistical shape models

2018 Medical Image Analysis
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Mixture of Probabilistic Principal Component Analyzers for Shapes from Point Sets

2018 IEEE Transactions on Pattern Analysis and Machine Intelligence
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Nuclei Detection Using Mixture Density Networks

2018 arXiv: Computer Vision and Pattern Recognition
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Classification of Breast Lesions in Ultrasonography Using Sparse Logistic Regression and Morphology-based Texture Features

2018 Medical Physics
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