scholarly journals Harmonizing 1.5T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators

2019 ◽  
Author(s):  
Vishwesh Nath ◽  
Samuel Remedios ◽  
Prasanna Parvathaneni ◽  
Colin B. Hansen ◽  
Roza G. Bayrak ◽  
...  
Keyword(s):  
Deep Learning ◽  
Diffusion Weighted Mri ◽  
Diffusion Weighted

scholarly journals Deep learning how to fit an intravoxel incoherent motion model to diffusion‐weighted MRI

2019 ◽  
Vol 83 (1) ◽  
pp. 312-321 ◽  
Author(s):  
Sebastiano Barbieri ◽  
Oliver J. Gurney‐Champion ◽  
Remy Klaassen ◽  
Harriet C. Thoeny
Keyword(s):  
Deep Learning ◽  
Intravoxel Incoherent Motion ◽  
Motion Model ◽  
Diffusion Weighted Mri ◽  
Diffusion Weighted

Radiomics and deep learning of diffusion-weighted MRI in the diagnosis of breast cancer

2019 ◽  
Author(s):  
Qiyuan Hu ◽  
Heather M. Whitney ◽  
Maryellen L. Giger ◽  
Alexandra Edwards ◽  
John Papaioannou
Keyword(s):  
Breast Cancer ◽  
Deep Learning ◽  
Diffusion Weighted Mri ◽  
Diffusion Weighted

scholarly journals Accelerating Whole-body Diffusion-weighted MRI with Deep Learning–based Denoising Image Filters

2021 ◽  
pp. e200279
Author(s):  
Konstantinos Zormpas-Petridis ◽  
Nina Tunariu ◽  
Andra Curcean ◽  
Christina Messiou ◽  
Sebastian Curcean ◽  
...  
Keyword(s):  
Deep Learning ◽  
Whole Body ◽  
Diffusion Weighted Mri ◽  
Diffusion Weighted ◽  
Image Filters

scholarly journals Deep learning-based parameter estimation in fetal diffusion-weighted MRI

NeuroImage ◽  
2021 ◽  
Vol 243 ◽  
pp. 118482
Author(s):  
Davood Karimi ◽  
Camilo Jaimes ◽  
Fedel Machado-Rivas ◽  
Lana Vasung ◽  
Shadab Khan ◽  
...  
Keyword(s):  
Parameter Estimation ◽  
Deep Learning ◽  
Diffusion Weighted Mri ◽  
Diffusion Weighted

scholarly journals Accelerate gas diffusion-weighted MRI for lung morphometry with deep learning

2021 ◽  
Author(s):  
Caohui Duan ◽  
He Deng ◽  
Sa Xiao ◽  
Junshuai Xie ◽  
Haidong Li ◽  
...  
Keyword(s):  
Deep Learning ◽  
Gas Diffusion ◽  
Diffusion Weighted Mri ◽  
Diffusion Weighted ◽  
Lung Morphometry

Detection and Vascular Territorial Classification of Stroke on Diffusion-weighted MRI by Deep Learning

2021 ◽  
pp. 110050
Author(s):  
Yusuf Kenan Cetinoglu ◽  
Ilker Ozgur Koska ◽  
Muhsin Engin Uluc ◽  
Mustafa Fazil Gelal
Keyword(s):  
Deep Learning ◽  
Diffusion Weighted Mri ◽  
Diffusion Weighted

scholarly journals Deep learning reveals untapped information for local white-matter fiber reconstruction in diffusion-weighted MRI

2019 ◽  
Vol 62 ◽  
pp. 220-227 ◽  
Author(s):  
Vishwesh Nath ◽  
Kurt G. Schilling ◽  
Prasanna Parvathaneni ◽  
Colin B. Hansen ◽  
Allison E. Hainline ◽  
...  
Keyword(s):  
Deep Learning ◽  
White Matter ◽  
Diffusion Weighted Mri ◽  
Diffusion Weighted
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