Search Results - "Journal of magnetic resonance imaging"

Deep learning in radiology: An overview of the concepts and a survey of the state of the art with focus on MRI by Mazurowski, Maciej A., Buda, Mateusz, Saha, Ashirbani, Bashir, Mustafa R.

“…Deep learning is a branch of artificial intelligence where networks of simple interconnected units are used to extract patterns from data in order to solve…”
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Quantitative imaging biomarkers alliance (QIBA) recommendations for improved precision of DWI and DCE‐MRI derived biomarkers in multicenter oncology trials by Shukla‐Dave, Amita, Obuchowski, Nancy A., Chenevert, Thomas L., Jambawalikar, Sachin, Schwartz, Lawrence H., Malyarenko, Dariya, Huang, Wei, Noworolski, Susan M., Young, Robert J., Shiroishi, Mark S., Kim, Harrison, Coolens, Catherine, Laue, Hendrik, Chung, Caroline, Rosen, Mark, Boss, Michael, Jackson, Edward F.

“…Physiological properties of tumors can be measured both in vivo and noninvasively by diffusion‐weighted imaging and dynamic contrast‐enhanced magnetic…”
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Low‐field MRI: An MR physics perspective by Marques, José P., Simonis, Frank F.J., Webb, Andrew G.

“…Historically, clinical MRI started with main magnetic field strengths in the ∼0.05–0.35T range. In the past 40 years there have been considerable developments…”
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Contrast‐enhanced MRI for breast cancer screening by Mann, Ritse M., Kuhl, Christiane K., Moy, Linda

“…Multiple studies in the first decade of the 21st century have established contrast‐enhanced breast MRI as a screening modality for women with a hereditary or…”
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APT‐weighted MRI: Techniques, current neuro applications, and challenging issues by Zhou, Jinyuan, Heo, Hye‐Young, Knutsson, Linda, van Zijl, Peter C.M., Jiang, Shanshan

“…Amide proton transfer‐weighted (APTw) imaging is a molecular MRI technique that generates image contrast based predominantly on the amide protons in mobile…”
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Deep learning enables automatic detection and segmentation of brain metastases on multisequence MRI by Grøvik, Endre, Yi, Darvin, Iv, Michael, Tong, Elizabeth, Rubin, Daniel, Zaharchuk, Greg

“…Background Detecting and segmenting brain metastases is a tedious and time‐consuming task for many radiologists, particularly with the growing use of…”
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Deep learning enables reduced gadolinium dose for contrast‐enhanced brain MRI by Gong, Enhao, Pauly, John M., Wintermark, Max, Zaharchuk, Greg

“…Background There are concerns over gadolinium deposition from gadolinium‐based contrast agents (GBCA) administration. Purpose To reduce gadolinium dose in…”
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Motion artifacts in MRI: A complex problem with many partial solutions by Zaitsev, Maxim, Maclaren, Julian, Herbst, Michael

“…Subject motion during magnetic resonance imaging (MRI) has been problematic since its introduction as a clinical imaging modality. While sensitivity to…”
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Diagnosis of Benign and Malignant Breast Lesions on DCE‐MRI by Using Radiomics and Deep Learning With Consideration of Peritumor Tissue by Zhou, Jiejie, Zhang, Yang, Chang, Kai‐Ting, Lee, Kyoung Eun, Wang, Ouchen, Li, Jiance, Lin, Yezhi, Pan, Zhifang, Chang, Peter, Chow, Daniel, Wang, Meihao, Su, Min‐Ying

“…Background Computer‐aided methods have been widely applied to diagnose lesions detected on breast MRI, but fully‐automatic diagnosis using deep learning is…”
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Artificial Intelligence for MR Image Reconstruction: An Overview for Clinicians by Lin, Dana J., Johnson, Patricia M., Knoll, Florian, Lui, Yvonne W.

“…Artificial intelligence (AI) shows tremendous promise in the field of medical imaging, with recent breakthroughs applying deep‐learning models for data…”
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Mapping Structural Connectivity Using Diffusion MRI: Challenges and Opportunities by Yeh, Chun‐Hung, Jones, Derek K., Liang, Xiaoyun, Descoteaux, Maxime, Connelly, Alan

“…Diffusion MRI‐based tractography is the most commonly‐used technique when inferring the structural brain connectome, i.e., the comprehensive map of the…”
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Low‐cost and portable MRI by Wald, Lawrence L., McDaniel, Patrick C., Witzel, Thomas, Stockmann, Jason P., Cooley, Clarissa Zimmerman

“…Research in MRI technology has traditionally expanded diagnostic benefit by developing acquisition techniques and instrumentation to enable MRI scanners to…”
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Low‐field MRI: Clinical promise and challenges by Arnold, Thomas Campbell, Freeman, Colbey W., Litt, Brian, Stein, Joel M.

“…Modern MRI scanners have trended toward higher field strengths to maximize signal and resolution while minimizing scan time. However, high‐field devices remain…”
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Pseudoprogression of brain tumors by Thust, Stefanie C., van den Bent, Martin J., Smits, Marion

“…This review describes the definition, incidence, clinical implications, and magnetic resonance imaging (MRI) findings of pseudoprogression of brain tumors, in…”
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Gadolinium‐based contrast agents: A comprehensive risk assessment by Fraum, Tyler J., Ludwig, Daniel R., Bashir, Mustafa R., Fowler, Kathryn J.

“…Gadolinium‐based contrast agents (GBCAs) have been used in magnetic resonance imaging (MRI) since the 1980s and are now administered in up to 35% of all MRI…”
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Susceptibility-weighted imaging and quantitative susceptibility mapping in the brain by Liu, Chunlei, Li, Wei, Tong, Karen A., Yeom, Kristen W., Kuzminski, Samuel

“…Susceptibility‐weighted imaging (SWI) is a magnetic resonance imaging (MRI) technique that enhances image contrast by using the susceptibility differences…”
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Diffusion‐weighted breast MRI: Clinical applications and emerging techniques by Partridge, Savannah C., Nissan, Noam, Rahbar, Habib, Kitsch, Averi E., Sigmund, Eric E.

“…Diffusion‐weighted MRI (DWI) holds potential to improve the detection and biological characterization of breast cancer. DWI is increasingly being incorporated…”
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Clinical quantitative susceptibility mapping (QSM): Biometal imaging and its emerging roles in patient care by Wang, Yi, Spincemaille, Pascal, Liu, Zhe, Dimov, Alexey, Deh, Kofi, Li, Jianqi, Zhang, Yan, Yao, Yihao, Gillen, Kelly M., Wilman, Alan H., Gupta, Ajay, Tsiouris, Apostolos John, Kovanlikaya, Ilhami, Chiang, Gloria Chia‐Yi, Weinsaft, Jonathan W., Tanenbaum, Lawrence, Chen, Weiwei, Zhu, Wenzhen, Chang, Shixin, Lou, Min, Kopell, Brian H., Kaplitt, Michael G., Devos, David, Hirai, Toshinori, Huang, Xuemei, Korogi, Yukunori, Shtilbans, Alexander, Jahng, Geon‐Ho, Pelletier, Daniel, Gauthier, Susan A., Pitt, David, Bush, Ashley I., Brittenham, Gary M., Prince, Martin R.

“…Quantitative susceptibility mapping (QSM) has enabled magnetic resonance imaging (MRI) of tissue magnetic susceptibility to advance from simple qualitative…”
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Preoperative prediction of sentinel lymph node metastasis in breast cancer by radiomic signatures from dynamic contrast‐enhanced MRI by Liu, Chunling, Ding, Jie, Spuhler, Karl, Gao, Yi, Serrano Sosa, Mario, Moriarty, Meghan, Hussain, Shahid, He, Xiang, Liang, Changhong, Huang, Chuan

“…Background Sentinel lymph node (SLN) status is an important prognostic factor for patients with breast cancer, which is currently determined in clinical…”
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Clinical applications of chemical exchange saturation transfer (CEST) MRI by Jones, Kyle M., Pollard, Alyssa C., Pagel, Mark D.

“…Chemical exchange saturation transfer (CEST) magnetic resonance imaging (MRI) has been developed and employed in multiple clinical imaging research centers…”
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