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07/30/2023
Mask-guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular Carcinoma
Data augmentation is classically used to improve the overall performance...
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06/12/2023
Deep Ultrasound Denoising Using Diffusion Probabilistic Models
Ultrasound images are widespread in medical diagnosis for musculoskeleta...
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12/16/2021
A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory
Sparse representation of real-life images is a very effective approach i...
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10/29/2020
A Novel Fast 3D Single Image Super-Resolution Algorithm
This paper introduces a novel computationally efficient method of solvin...
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07/10/2020
Joint Blind Deconvolution and Robust Principal Component Analysis for Blood Flow Estimation in Medical Ultrasound Imaging
This paper addresses the problem of high-resolution Doppler blood flow e...
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05/06/2020
Line Artefact Quantification in Lung Ultrasound Images of COVID-19 Patients via Non-Convex Regularisation
In this paper, we present a novel method for line artefacts quantificati...
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07/26/2018
A Tensor Factorization Method for 3D Super-Resolution with Application to Dental CT
Available super-resolution techniques for 3D images are either computati...
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07/22/2017
Joint Dynamic MRI Reconstruction and Aggregated Motion Estimation with Optical Flow Constraint
This paper proposes a novel framework to jointly reconstruct the dynamic...
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12/17/2015
Reconstruction of Enhanced Ultrasound Images From Compressed Measurements Using Simultaneous Direction Method of Multipliers
High resolution ultrasound image reconstruction from a reduced number of...
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07/29/2015
Beamforming through regularized inverse problems in ultrasound medical imaging
Beamforming in ultrasound imaging has significant impact on the quality ...
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07/01/2015
Compressive Deconvolution in Medical Ultrasound Imaging
The interest of compressive sampling in ultrasound imaging has been rece...
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12/08/2014