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[HTML][HTML] Open and reproducible neuroimaging: from study inception to publication
Empirical observations of how labs conduct research indicate that the adoption rate of open
practices for transparent, reproducible, and collaborative science remains in its infancy. This …
practices for transparent, reproducible, and collaborative science remains in its infancy. This …
Low‐field MRI of stroke: challenges and opportunities
Stroke is a leading cause of death and disability worldwide. The reasons for increased
stroke burden in develo** countries are inadequately controlled risk factors resulting from …
stroke burden in develo** countries are inadequately controlled risk factors resulting from …
Sharing data is essential for the future of AI in medical imaging
Sharing Data Is Essential for the Future of AI in Medical Imaging | Radiology: Artificial
Intelligence RSNA "skipMainNavigation" closeDrawerMenuopenDrawerMenu Home Journals All …
Intelligence RSNA "skipMainNavigation" closeDrawerMenuopenDrawerMenu Home Journals All …
Quantitative imaging of apoptosis following oncolytic virotherapy by magnetic resonance fingerprinting aided by deep learning
Non-invasive imaging methods for detecting intratumoural viral spread and host responses
to oncolytic virotherapy are either slow, lack specificity or require the use of radioactive or …
to oncolytic virotherapy are either slow, lack specificity or require the use of radioactive or …
Pulseq‐CEST: towards multi‐site multi‐vendor compatibility and reproducibility of CEST experiments using an open‐source sequence standard
K Herz, S Mueller, O Perlman, M Zaitsev… - Magnetic resonance …, 2021 - Wiley Online Library
Purpose As the field of CEST grows, various novel preparation periods using different
parameters are being introduced. At the same time, large, multisite clinical studies require …
parameters are being introduced. At the same time, large, multisite clinical studies require …
On‐site construction of a point‐of‐care low‐field MRI system in Africa
J Obungoloch, I Muhumuza, W Teeuwisse… - NMR in …, 2023 - Wiley Online Library
Purpose To describe the construction and testing of a portable point‐of‐care low‐field MRI
system on site in Africa. Methods All of the components to assemble a 50 mT Halbach …
system on site in Africa. Methods All of the components to assemble a 50 mT Halbach …
Vendor‐neutral sequences and fully transparent workflows improve inter‐vendor reproducibility of quantitative MRI
Purpose We developed an end‐to‐end workflow that starts with a vendor‐neutral acquisition
and tested the hypothesis that vendor‐neutral sequences decrease inter‐vendor variability …
and tested the hypothesis that vendor‐neutral sequences decrease inter‐vendor variability …
Deep learning for accelerated and robust MRI reconstruction
Deep learning (DL) has recently emerged as a pivotal technology for enhancing magnetic
resonance imaging (MRI), a critical tool in diagnostic radiology. This review paper provides …
resonance imaging (MRI), a critical tool in diagnostic radiology. This review paper provides …
MRzero‐automated discovery of MRI sequences using supervised learning
Purpose A supervised learning framework is proposed to automatically generate MR
sequences and corresponding reconstruction based on the target contrast of interest …
sequences and corresponding reconstruction based on the target contrast of interest …
MR‐zero meets RARE MRI: Joint optimization of refocusing flip angles and neural networks to minimize T2‐induced blurring in spin echo sequences
HN Dang, J Endres, S Weinmüller… - Magnetic …, 2023 - Wiley Online Library
Purpose An end‐to‐end differentiable 2D Bloch simulation is used to reduce T2 induced
blurring in single‐shot turbo spin echo sequences, also called rapid imaging with refocused …
blurring in single‐shot turbo spin echo sequences, also called rapid imaging with refocused …