Ultrafast cervcial spine MRI protocol using deep learning-based reconstruction: diagnostic equivalence to a conventional protocol
N Kashiwagi, M Sakai, A Tsukabe, Y Yamashita… - European Journal of …, 2022 - Elsevier
… magnetic resonance imaging (MRI) is its limited imaging speed. This study proposed an ultrafast
cervical spine MRI protocol (2 min 57 s) using deep learning… conventional MRI protocols …
cervical spine MRI protocol (2 min 57 s) using deep learning… conventional MRI protocols …
Rapid lumbar MRI protocol using 3D imaging and deep learning reconstruction
… This work evaluates the time savings afforded by a novel, rapid lumbar spine MRI
protocol as well as image quality and diagnostic differences stemming from the use of an AI-enhanced …
protocol as well as image quality and diagnostic differences stemming from the use of an AI-enhanced …
Fast high-quality MRI protocol of the lumbar spine with deep learning-based algorithm: an image quality and scanning time comparison with standard protocol
… algorithm on whole routinely MRI lumbar spine protocol acquisition has not been investigated
yet. … standard protocol and new deep learning reconstruction protocol in lumbar spine MRI. …
yet. … standard protocol and new deep learning reconstruction protocol in lumbar spine MRI. …
Ultrafast lumbar spine MRI protocol using deep learning–based reconstruction: Diagnostic equivalence to a conventional protocol
M Fujiwara, N Kashiwagi, C Matsuo, H Watanabe… - Skeletal Radiology, 2023 - Springer
… MRI protocols with a total acquisition time of 1–3 min have been proposed. These brain MRI
protocols were … Consequently, we hypothesized that an ultrafast spine MRI protocol might be …
protocols were … Consequently, we hypothesized that an ultrafast spine MRI protocol might be …
Diagnostic evaluation of deep learning accelerated lumbar spine MRI
KM Awan, ALM Goncalves Filho… - The Neuroradiology …, 2024 - journals.sagepub.com
… spine MRI protocol in comparison to a conventional protocol. … spine MRI protocols to provide
insights into the potential benefits and limitations of DL accelerated lumbar spine MRI, and …
insights into the potential benefits and limitations of DL accelerated lumbar spine MRI, and …
Feasibility of deep learning algorithms for reporting in routine spine magnetic resonance imaging
KU LewandrowskI, N Muraleedharan… - … journal of spine …, 2020 - ijssurgery.com
… health care service purchasing strategies in general and for the endoscopic spinal
procedure in particular. Using AI in closing the well-recognized diagnostic cap in routine lumbar …
procedure in particular. Using AI in closing the well-recognized diagnostic cap in routine lumbar …
Deep learning reconstruction for accelerated spine MRI: prospective analysis of interchangeability
H Almansour, J Herrmann, S Gassenmaier, S Afat… - Radiology, 2022 - pubs.rsna.org
… data were prospectively undersampled using threefold acceleration for T1-weighted and
fourfold acceleration for T2-weighted sequences, as opposed to our fully sampled protocol, …
fourfold acceleration for T2-weighted sequences, as opposed to our fully sampled protocol, …
Deep learning–based reconstruction for acceleration of lumbar spine MRI: a prospective comparison with standard MRI
… In this study, we propose an accelerated lumbar spine MRI protocol utilizing a DL-based
reconstruction algorithm for highly accelerated spin-echo data acquisition. We aimed to …
reconstruction algorithm for highly accelerated spin-echo data acquisition. We aimed to …
Evaluation of deep learning reconstructed high-resolution 3D lumbar spine MRI
… An L-spine MRI protocol was developed to include 3D and 2D T2-weighted FSE
sequences optimized for spatial resolution, contrast, and scan time (Table 1). The new …
sequences optimized for spatial resolution, contrast, and scan time (Table 1). The new …
Deep learning image processing enables 40% faster spinal MR scans which match or exceed quality of standard of care: a prospective multicenter multireader study
… (SOC) and accelerated (FAST) spine MRI. DL was used to … by modifying conventional
imaging protocol parameters to … 40% scan time reduced spine MR images processed with a …
imaging protocol parameters to … 40% scan time reduced spine MR images processed with a …
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