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Material Type: Artigo
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Self‐supervised learning of physics‐guided reconstruction neural networks without fully sampled reference dataYaman, Burhaneddin ; Hosseini, Seyed Amir Hossein ; Moeller, Steen ; Ellermann, Jutta ; Uğurbil, Kâmil ; Akçakaya, MehmetMagnetic resonance in medicine, 2020-12, Vol.84 (6), p.3172-3191 [Periódico revisado por pares]United States: Wiley Subscription Services, IncTexto completo disponível |
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Material Type: Artigo
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Improved unsupervised physics‐informed deep learning for intravoxel incoherent motion modeling and evaluation in pancreatic cancer patientsKaandorp, Misha P. T. ; Barbieri, Sebastiano ; Klaassen, Remy ; Laarhoven, Hanneke W. M. ; Crezee, Hans ; While, Peter T. ; Nederveen, Aart J. ; Gurney‐Champion, Oliver J.Magnetic resonance in medicine, 2021-10, Vol.86 (4), p.2250-2265 [Periódico revisado por pares]United States: Wiley Subscription Services, IncTexto completo disponível |
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Material Type: Artigo
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Scan‐specific artifact reduction in k‐space (SPARK) neural networks synergize with physics‐based reconstruction to accelerate MRIArefeen, Yamin ; Beker, Onur ; Cho, Jaejin ; Yu, Heng ; Adalsteinsson, Elfar ; Bilgic, BerkinMagnetic resonance in medicine, 2022-02, Vol.87 (2), p.764-780 [Periódico revisado por pares]United States: Wiley Subscription Services, IncTexto completo disponível |
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Material Type: Artigo
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Physics-informed deep learning for T2-deblurred superresolution turbo spin echo MRIChen, Zihao ; Stapleton, Margaret Caroline ; Xie, Yibin ; Li, Debiao ; Wu, Yijen L ; Christodoulou, Anthony GMagnetic resonance in medicine, 2023-12, Vol.90 (6), p.2362-2374 [Periódico revisado por pares]United States: Wiley Subscription Services, IncTexto completo disponível |
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Material Type: Artigo
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Self‐supervised IVIM DWI parameter estimation with a physics based forward modelVasylechko, Serge Didenko ; Warfield, Simon K. ; Afacan, Onur ; Kurugol, SilaMagnetic resonance in medicine, 2022-02, Vol.87 (2), p.904-914 [Periódico revisado por pares]United States: Wiley Subscription Services, IncTexto completo disponível |
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Material Type: Artigo
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SPINNED: Simulation‐based physics‐informed neural network for deconvolution of dynamic susceptibility contrast MRI perfusion dataAsaduddin, Muhammad ; Kim, Eung Yeop ; Park, Sung‐HongMagnetic resonance in medicine, 2024-09, Vol.92 (3), p.1205-1218 [Periódico revisado por pares]United States: Wiley Subscription Services, IncTexto completo disponível |
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Material Type: Artigo
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Signal intensity informed multi‐coil encoding operator for physics‐guided deep learning reconstruction of highly accelerated myocardial perfusion CMRDemirel, Omer Burak ; Yaman, Burhaneddin ; Shenoy, Chetan ; Moeller, Steen ; Weingärtner, Sebastian ; Akçakaya, MehmetMagnetic resonance in medicine, 2023-01, Vol.89 (1), p.308-321 [Periódico revisado por pares]United States: Wiley Subscription Services, IncTexto completo disponível |
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Material Type: Artigo
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Improving microstructural integrity, interstitial fluid, and blood microcirculation images from multi-b-value diffusion MRI using physics-informed neural networks in cerebrovascular diseaseVoorter, Paulien H M ; Backes, Walter H ; Gurney-Champion, Oliver J ; Wong, Sau-May ; Staals, Julie ; van Oostenbrugge, Robert J ; van der Thiel, Merel M ; Jansen, Jacobus F A ; Drenthen, Gerhard SMagnetic resonance in medicine, 2023-10, Vol.90 (4), p.1657-1671 [Periódico revisado por pares]United States: Wiley Subscription Services, IncTexto completo disponível |
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Material Type: Artigo
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Uncertainty‐aware physics‐driven deep learning network for free‐breathing liver fat and R2 quantification using self‐gated stack‐of‐radial MRIShu‐Fu Shih ; Sevgi Gokce Kafali ; Calkins, Kara L ; Wu, Holden HMagnetic resonance in medicine, 2023-04, Vol.89 (4), p.1567-1585 [Periódico revisado por pares]Hoboken: Wiley Subscription Services, IncTexto completo disponível |
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Material Type: Artigo
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Uncertainty-aware physics-driven deep learning network for free-breathing liver fat and R 2 quantification using self-gated stack-of-radial MRIShih, Shu-Fu ; Kafali, Sevgi Gokce ; Calkins, Kara L ; Wu, Holden HMagnetic resonance in medicine, 2023-04, Vol.89 (4), p.1567-1585 [Periódico revisado por pares]United StatesTexto completo disponível |