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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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Stochastic Primal-Dual Hybrid Gradient Algorithm with Arbitrary Sampling and Imaging Applications

SIAM journal on optimization, 2018-01, Vol.28 (4), p.2783-2808

2018

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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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Unsupervised Image Restoration Using Partially Linear Denoisers

IEEE transactions on pattern analysis and machine intelligence, 2022-09, Vol.44 (9), p.5796-5812

2022

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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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Improving “Fast Iterative Shrinkage-Thresholding Algorithm”: Faster, Smarter, and Greedier

SIAM journal on scientific computing, 2022-01, Vol.44 (3), p.A1069-A1091

2022

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Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2020-06, Vol.58 (6), p.4180-4193

2020

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AI-Based Reconstruction for Fast MRI-A Systematic Review and Meta-Analysis

Proceedings of the IEEE, 2022-02, Vol.110 (2), p.224-245

2022

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Faster PET reconstruction with non-smooth priors by randomization and preconditioning

Physics in medicine & biology, 2019-11, Vol.64 (22), p.225019-225019

2019

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A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation

IEEE transactions on image processing, 2022-01, Vol.31, p.1-1

2022

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Dynamical Systems–Based Neural Networks

SIAM journal on scientific computing, 2023-12, Vol.45 (6), p.A3071-A3094

2023

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Multi-modal learning for predicting the genotype of glioma

IEEE transactions on medical imaging, 2023-11, Vol.42 (11), p.1-1

2023

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Variational Osmosis for Non-Linear Image Fusion

IEEE transactions on image processing, 2020-01, Vol.29, p.5507-5516

2020

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Semi-Supervised Superpixel-Based Multi-Feature Graph Learning for Hyperspectral Image Data

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-12

2022

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Variational regularisation for inverse problems with imperfect forward operators and general noise models

Inverse problems, 2020-12, Vol.36 (12), p.125014-125014

2020

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On Learned Operator Correction in Inverse Problems

SIAM journal on imaging sciences, 2021-01, Vol.14 (1), p.92-127

2021

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Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes

Journal of mathematical imaging and vision, 2024-06, Vol.66 (3), p.294-313

2024

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Multi-Task Deep Learning for Image Segmentation Using Recursive Approximation Tasks

IEEE transactions on image processing, 2021, Vol.30, p.3555-3567

2021

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Guest Editorial Special Issue on Geometric Deep Learning in Medical Imaging

IEEE transactions on medical imaging, 2023-02, Vol.42 (2), p.332-335

2023

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3D Segmentation of Trees Through a Flexible Multiclass Graph Cut Algorithm

IEEE transactions on geoscience and remote sensing, 2020-02, Vol.58 (2), p.754-776

2020

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Efficient Global Optimization of Non-Differentiable, Symmetric Objectives for Multi Camera Placement

IEEE sensors journal, 2022-03, Vol.22 (6), p.5278-5287

2022

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Linkage Between Piecewise Constant Mumford--Shah Model and Rudin--Osher--Fatemi Model and Its Virtue in Image Segmentation

SIAM journal on scientific computing, 2019-01, Vol.41 (6), p.B1310-B1340

2019

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Calibrating the Dice Loss to Handle Neural Network Overconfidence for Biomedical Image Segmentation

Journal of digital imaging, 2023-04, Vol.36 (2), p.739-752

2023

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Inverse scale space decomposition

Inverse problems, 2018-04, Vol.34 (4), p.45008

2018

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Tomographic reconstruction with spatially varying parameter selection

Inverse problems, 2020-05, Vol.36 (5), p.54002

2020

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

Stochastic Primal-Dual Hybrid Gradient Algorithm with Arbitrary Sampling and Imaging Applications

Variational Depth From Focus Reconstruction

Unsupervised Image Restoration Using Partially Linear Denoisers

Learning to Diversify Deep Belief Networks for Hyperspectral Image Classification

Improving “Fast Iterative Shrinkage-Thresholding Algorithm”: Faster, Smarter, and Greedier

Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification

AI-Based Reconstruction for Fast MRI-A Systematic Review and Meta-Analysis

Faster PET reconstruction with non-smooth priors by randomization and preconditioning

A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation

Dynamical Systems–Based Neural Networks

Multi-modal learning for predicting the genotype of glioma

Variational Osmosis for Non-Linear Image Fusion

Semi-Supervised Superpixel-Based Multi-Feature Graph Learning for Hyperspectral Image Data

Variational regularisation for inverse problems with imperfect forward operators and general noise models

On Learned Operator Correction in Inverse Problems

Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes

Multi-Task Deep Learning for Image Segmentation Using Recursive Approximation Tasks

Guest Editorial Special Issue on Geometric Deep Learning in Medical Imaging

3D Segmentation of Trees Through a Flexible Multiclass Graph Cut Algorithm

Efficient Global Optimization of Non-Differentiable, Symmetric Objectives for Multi Camera Placement

Linkage Between Piecewise Constant Mumford--Shah Model and Rudin--Osher--Fatemi Model and Its Virtue in Image Segmentation

Calibrating the Dice Loss to Handle Neural Network Overconfidence for Biomedical Image Segmentation

Inverse scale space decomposition

Tomographic reconstruction with spatially varying parameter selection

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