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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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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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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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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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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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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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Joint Reconstruction-Segmentation on Graphs

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

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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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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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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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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A multi‐contrast MRI approach to thalamus segmentation

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

2020

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iUNets: Learnable Invertible Up- and Downsampling for Large-Scale Inverse Problems

2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP), 2020, p.1-6

2020

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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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RainFlow: Optical Flow Under Rain Streaks and Rain Veiling Effect

2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, p.7303-7312

2019

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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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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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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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Variational Depth From Focus Reconstruction

IEEE transactions on image processing, 2015-12, Vol.24 (12), p.5369-5378

2015

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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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A generalized model for optimal transport of images including dissipation and density modulation

ESAIM: Mathematical Modelling and Numerical Analysis, 2015-11, Vol.49 (6), p.1745-1769

2015

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Analysis and Application of a Nonlocal Hessian

SIAM journal on imaging sciences, 2015-01, Vol.8 (4), p.2161-2202

2015

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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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Imaging with Kantorovich--Rubinstein Discrepancy

SIAM journal on imaging sciences, 2014-01, Vol.7 (4), p.2833-2859

2014

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

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

Ground truth free denoising by optimal transport

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

Navigating the development challenges in creating complex data systems

Structural connectome quantifies tumour invasion and predicts survival in glioblastoma patients

Joint Reconstruction-Segmentation on Graphs

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

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

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

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

A multi‐contrast MRI approach to thalamus segmentation

iUNets: Learnable Invertible Up- and Downsampling for Large-Scale Inverse Problems

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

RainFlow: Optical Flow Under Rain Streaks and Rain Veiling Effect

Pattern formation of a nonlocal, anisotropic interaction model

Learning to Diversify Deep Belief Networks for Hyperspectral Image Classification

Infimal Convolution of Data Discrepancies for Mixed Noise Removal

Variational Depth From Focus Reconstruction

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

A generalized model for optimal transport of images including dissipation and density modulation

Analysis and Application of a Nonlocal Hessian

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

Imaging with Kantorovich--Rubinstein Discrepancy

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

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