Quantitative MRI for evaluation of musculoskeletal disease: cartilage and muscle composition, joint inflammation, and biomechanics in osteoarthritis
Magnetic resonance imaging (MRI) is a valuable tool for evaluating musculoskeletal disease
as it offers a range of image contrasts that are sensitive to underlying tissue biochemical …
as it offers a range of image contrasts that are sensitive to underlying tissue biochemical …
Super‐resolution musculoskeletal MRI using deep learning
Purpose To develop a super‐resolution technique using convolutional neural networks for
generating thin‐slice knee MR images from thicker input slices, and compare this method …
generating thin‐slice knee MR images from thicker input slices, and compare this method …
Rapid knee MRI acquisition and analysis techniques for imaging osteoarthritis
Osteoarthritis (OA) of the knee is a major source of disability that has no known treatment or
cure. Morphological and compositional MRI is commonly used for assessing the bone and …
cure. Morphological and compositional MRI is commonly used for assessing the bone and …
Skm-tea: A dataset for accelerated mri reconstruction with dense image labels for quantitative clinical evaluation
AD Desai, AM Schmidt, EB Rubin, CM Sandino… - arXiv preprint arXiv …, 2022 - arxiv.org
Magnetic resonance imaging (MRI) is a cornerstone of modern medical imaging. However,
long image acquisition times, the need for qualitative expert analysis, and the lack of (and …
long image acquisition times, the need for qualitative expert analysis, and the lack of (and …
Diagnostic accuracy of quantitative multicontrast 5-minute knee MRI using prospective artificial intelligence image quality enhancement
AS Chaudhari, MJ Grissom, Z Fang… - American Journal of …, 2021 - Am Roentgen Ray Soc
Please see the Editorial Comment by Derik L. Davis discussing this article. BACKGROUND.
Potential approaches for abbreviated knee MRI, including prospective acceleration with …
Potential approaches for abbreviated knee MRI, including prospective acceleration with …
Five‐minute knee MRI for simultaneous morphometry and T2 relaxometry of cartilage and meniscus and for semiquantitative radiological assessment using double …
AS Chaudhari, MS Black, S Eijgenraam… - Journal of Magnetic …, 2018 - Wiley Online Library
Background Biomarkers for assessing osteoarthritis activity necessitate multiple MRI
sequences with long acquisition times. Purpose To perform 5‐minute simultaneous …
sequences with long acquisition times. Purpose To perform 5‐minute simultaneous …
Imaging of osteoarthritis—recent research developments and future perspective
In osteoarthritis research, imaging plays an important role in clinical trials and
epidemiological observational studies. In this narrative review article, we will describe recent …
epidemiological observational studies. In this narrative review article, we will describe recent …
Flexible and efficient optimization of quantitative sequences using automatic differentiation of Bloch simulations
Purpose To investigate a computationally efficient method for optimizing the Cramér‐Rao
Lower Bound (CRLB) of quantitative sequences without using approximations or an …
Lower Bound (CRLB) of quantitative sequences without using approximations or an …
Improving data-efficiency and robustness of medical imaging segmentation using inpainting-based self-supervised learning
We systematically evaluate the training methodology and efficacy of two inpainting-based
pretext tasks of context prediction and context restoration for medical image segmentation …
pretext tasks of context prediction and context restoration for medical image segmentation …
Accelerated musculoskeletal magnetic resonance imaging
MA Yoon, GE Gold… - Journal of Magnetic …, 2023 - Wiley Online Library
With a substantial growth in the use of musculoskeletal MRI, there has been a growing need
to improve MRI workflow, and faster imaging has been suggested as one of the solutions for …
to improve MRI workflow, and faster imaging has been suggested as one of the solutions for …