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Role of deep learning in infant brain MRI analysis

Magnetic resonance imaging, 2019-12, Vol.64, p.171-189

2019

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Studying Autism Spectrum Disorder with Structural and Diffusion Magnetic Resonance Imaging: A Survey

Frontiers in human neuroscience, 2016-05, Vol.10, p.211-211

2016

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Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

IEEE transactions on medical imaging, 2021-09, Vol.40 (9), p.2306-2317

2021

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Deep learning–accelerated T2-weighted imaging of the prostate: Reduction of acquisition time and improvement of image quality

European journal of radiology, 2021-04, Vol.137, p.109600-109600, Article 109600

2021

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Deep Learning Reconstruction for Accelerated Spine MRI: Prospective Analysis of Interchangeability

Radiology, 2023-03, Vol.306 (3), p.e212922-e212922

2023

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Accelerated T2-Weighted TSE Imaging of the Prostate Using Deep Learning Image Reconstruction: A Prospective Comparison with Standard T2-Weighted TSE Imaging

Cancers, 2021-07, Vol.13 (14), p.3593

2021

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A Novel Method for High-Dimensional Anatomical Mapping of Extra-Axial Cerebrospinal Fluid: Application to the Infant Brain

Frontiers in neuroscience, 2020-10, Vol.14, p.561556-561556

2020

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Deep learning-accelerated T2-weighted imaging of the prostate: Impact of further acceleration with lower spatial resolution on image quality

European journal of radiology, 2021-12, Vol.145, p.110012-110012, Article 110012

2021

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Feasibility of an accelerated 2D-multi-contrast knee MRI protocol using deep-learning image reconstruction: a prospective intraindividual comparison with a standard MRI protocol

European radiology, 2022-09, Vol.32 (9), p.6215-6229

2022

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Deep learning-accelerated T2-weighted imaging versus conventional T2-weighted imaging in the female pelvic cavity: image quality and diagnostic performance

Acta radiologica (1987), 2024-05, Vol.65 (5), p.499-505

2024

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Learning from Complex Neuroimaging Datasets

Mostapha, Mahmoud

2020

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ProQuest

Infant Brain Extraction in T1-Weighted MR Images Using BET and Refinement Using LCDG and MGRF Models

IEEE journal of biomedical and health informatics, 2016-05, Vol.20 (3), p.925-935

2016

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IEEE_Xplore

Non-Euclidean, convolutional learning on cortical brain surfaces

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018, Vol.2018, p.527-530

2018

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IEEE_Xplore

Braided Networks for Scan-Aware MRI Brain Tissue Segmentation

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020, p.136-139

2020

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IEEE_Xplore

Kidney segmentation from CT images using a 3D NMF-guided active contour model

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.432-435

2016

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IEEE_Xplore

SlicerSALT: Shape AnaLysis Toolbox

Shape in Medical Imaging, 2018-09, p.65-72

2018

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Semi-supervised VAE-GAN for Out-of-Sample Detection Applied to MRI Quality Control

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.127-136

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A statistical framework for the classification of infant DT images

2014 IEEE International Conference on Image Processing (ICIP), 2014, p.2222-2226

2014

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IEEE_Xplore

A novel framework for the segmentationof mrinfant brain images

2015 IEEE International Conference on Image Processing (ICIP), 2015, p.88-92

2015

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Atlas-based approach for the segmentation of infant DTI MR brain images

2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 2014, p.1255-1258

2014

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IEEE_Xplore

Case report: Epididymal tuberculosis abscess in patient immunocompetent

Urology case reports, 2021-05, Vol.36, p.101573, Article 101573

2021

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Primary renal lymphoma in an immunocompetent patient

Urology case reports, 2022-09, Vol.44, p.102140, Article 102140

2022

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Case report: Giant pyonephrosis due to urolithiasis and diabetes

Urology case reports, 2021-05, Vol.36, p.101582, Article 101582

2021

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Spontaneous rupture of the fornix due to a ureteral lithiasis of 3 mm causing a urinoma: report of an original case

Radiology case reports, 2021-10, Vol.16 (10), p.3143-3146

2021

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Topological optimization of structures based on the BESO-Method

2018 4th International Conference on Optimization and Applications (ICOA), 2018, p.1-7

2018

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Role of deep learning in infant brain MRI analysis

Studying Autism Spectrum Disorder with Structural and Diffusion Magnetic Resonance Imaging: A Survey

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

Deep learning–accelerated T2-weighted imaging of the prostate: Reduction of acquisition time and improvement of image quality

Deep Learning Reconstruction for Accelerated Spine MRI: Prospective Analysis of Interchangeability

Accelerated T2-Weighted TSE Imaging of the Prostate Using Deep Learning Image Reconstruction: A Prospective Comparison with Standard T2-Weighted TSE Imaging

A Novel Method for High-Dimensional Anatomical Mapping of Extra-Axial Cerebrospinal Fluid: Application to the Infant Brain

Deep learning-accelerated T2-weighted imaging of the prostate: Impact of further acceleration with lower spatial resolution on image quality

Feasibility of an accelerated 2D-multi-contrast knee MRI protocol using deep-learning image reconstruction: a prospective intraindividual comparison with a standard MRI protocol

Deep learning-accelerated T2-weighted imaging versus conventional T2-weighted imaging in the female pelvic cavity: image quality and diagnostic performance

Learning from Complex Neuroimaging Datasets

Infant Brain Extraction in T1-Weighted MR Images Using BET and Refinement Using LCDG and MGRF Models

Non-Euclidean, convolutional learning on cortical brain surfaces

Braided Networks for Scan-Aware MRI Brain Tissue Segmentation

Kidney segmentation from CT images using a 3D NMF-guided active contour model

SlicerSALT: Shape AnaLysis Toolbox

Semi-supervised VAE-GAN for Out-of-Sample Detection Applied to MRI Quality Control

A statistical framework for the classification of infant DT images

A novel framework for the segmentationof mrinfant brain images

Atlas-based approach for the segmentation of infant DTI MR brain images

Case report: Epididymal tuberculosis abscess in patient immunocompetent

Primary renal lymphoma in an immunocompetent patient

Case report: Giant pyonephrosis due to urolithiasis and diabetes

Spontaneous rupture of the fornix due to a ureteral lithiasis of 3 mm causing a urinoma: report of an original case

Topological optimization of structures based on the BESO-Method

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