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Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy

Computers in biology and medicine, 2021-10, Vol.137, p.104815-104815, Article 104815

2021

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Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation

Computerized medical imaging and graphics, 2022-01, Vol.95, p.102026-102026, Article 102026

2022

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Combined First and Second Order Total Variation Inpainting using Split Bregman

Image processing on line, 2013-07, Vol.3, p.112-136

2013

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Learning to Diversify Deep Belief Networks for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2017-06, Vol.55 (6), p.3516-3530

2017

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Structural connectome quantifies tumour invasion and predicts survival in glioblastoma patients

Brain (London, England : 1878), 2023-04, Vol.146 (4), p.1714-1727

2023

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Enhancing the spatial resolution of hyperpolarized carbon‐13 MRI of human brain metabolism using structure guidance

Magnetic resonance in medicine, 2022-03, Vol.87 (3), p.1301-1312

2022

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Infimal Convolution of Data Discrepancies for Mixed Noise Removal

SIAM journal on imaging sciences, 2017-01, Vol.10 (3), p.1196-1233

2017

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Gamma-Convergence of an Ambrosio-Tortorelli approximation scheme for image segmentation

Indiana University mathematics journal, 2024, Vol.73 (1), p.189-230

2024

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A multi‐contrast MRI approach to thalamus segmentation

Human brain mapping, 2020-06, Vol.41 (8), p.2104-2120

2020

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Ground truth free denoising by optimal transport

Numerical algebra, control and optimization, 2024-03, Vol.14 (1), p.34-58

2024

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Enhancing global sensitivity and uncertainty quantification in medical image reconstruction with Monte Carlo arbitrary-masked mamba

Medical image analysis, 2025-01, Vol.99, p.103334, Article 103334

2025

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Joint Reconstruction-Segmentation on Graphs

SIAM journal on imaging sciences, 2023-01, Vol.16 (2), p.911-947

2023

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Phase reconstruction from velocity-encoded MRI measurements – A survey of sparsity-promoting variational approaches

Journal of magnetic resonance (1997), 2014-01, Vol.238, p.26-43

2014

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Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events

Scientific reports, 2021-02, Vol.11 (1), p.3499-3499, Article 3499

2021

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Nonparametric Image Registration of Airborne LiDAR, Hyperspectral and Photographic Imagery of Wooded Landscapes

IEEE transactions on geoscience and remote sensing, 2015-11, Vol.53 (11), p.6073-6084

2015

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Unconditionally stable schemes for higher order inpainting

Communications in mathematical sciences, 2011, Vol.9 (2), p.413-457

2011

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Image denoising: Learning the noise model via nonsmooth PDE-constrained optimization

Inverse problems and imaging (Springfield, Mo.), 2013-11, Vol.7 (4), p.1183-1214

2013

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Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study

Scientific reports, 2024-03, Vol.14 (1), p.5658-5658, Article 5658

2024

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Pattern formation of a nonlocal, anisotropic interaction model

Mathematical models & methods in applied sciences, 2018-03, Vol.28 (3), p.409-451

2018

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Cahn–Hilliard Inpainting and a Generalization for Grayvalue Images

SIAM journal on imaging sciences, 2009-01, Vol.2 (4), p.1129-1167

2009

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A convergent overlapping domain decomposition method for total variation minimization

Numerische Mathematik, 2010-10, Vol.116 (4), p.645-685

2010

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Phase diagrams of liquid-phase mixing in multi-component metal-organic framework glasses constructed by quantitative elemental nano-tomography

APL materials, 2019-09, Vol.7 (9), p.091111-091111-8

2019

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Bregmanized Domain Decomposition for Image Restoration

Journal of scientific computing, 2013-02, Vol.54 (2-3), p.549-576

2013

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ADI splitting schemes for a fourth-order nonlinear partial differential equation from image processing

Discrete and continuous dynamical systems. Series A, 2014-03, Vol.34 (3), p.931-957

2014

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Navigating the development challenges in creating complex data systems

Nature machine intelligence, 2023-07, Vol.5 (7), p.681-686

2023

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Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy

Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation

Combined First and Second Order Total Variation Inpainting using Split Bregman

Learning to Diversify Deep Belief Networks for Hyperspectral Image Classification

Structural connectome quantifies tumour invasion and predicts survival in glioblastoma patients

Enhancing the spatial resolution of hyperpolarized carbon‐13 MRI of human brain metabolism using structure guidance

Infimal Convolution of Data Discrepancies for Mixed Noise Removal

Gamma-Convergence of an Ambrosio-Tortorelli approximation scheme for image segmentation

A multi‐contrast MRI approach to thalamus segmentation

Ground truth free denoising by optimal transport

Enhancing global sensitivity and uncertainty quantification in medical image reconstruction with Monte Carlo arbitrary-masked mamba

Joint Reconstruction-Segmentation on Graphs

Phase reconstruction from velocity-encoded MRI measurements – A survey of sparsity-promoting variational approaches

Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events

Nonparametric Image Registration of Airborne LiDAR, Hyperspectral and Photographic Imagery of Wooded Landscapes

Unconditionally stable schemes for higher order inpainting

Image denoising: Learning the noise model via nonsmooth PDE-constrained optimization

Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study

Pattern formation of a nonlocal, anisotropic interaction model

Cahn–Hilliard Inpainting and a Generalization for Grayvalue Images

A convergent overlapping domain decomposition method for total variation minimization

Phase diagrams of liquid-phase mixing in multi-component metal-organic framework glasses constructed by quantitative elemental nano-tomography

Bregmanized Domain Decomposition for Image Restoration

ADI splitting schemes for a fourth-order nonlinear partial differential equation from image processing

Navigating the development challenges in creating complex data systems

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