A review of machine learning applications for the proton MR spectroscopy workflow (English)
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In:
Magnetic Resonance in Medicine
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90
, 4
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1253-1270
;
2023
- Article (Journal) / Electronic Resource
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Title:A review of machine learning applications for the proton MR spectroscopy workflow
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Contributors:van de Sande, Dennis M. J. ( author ) / Merkofer, Julian P. ( author ) / Amirrajab, Sina ( author ) / Veta, Mitko ( author ) / van Sloun, Ruud J. G. ( author ) / Versluis, Maarten J. ( author ) / Jansen, Jacobus F. A. ( author ) / van den Brink, Johan S. ( author ) / Breeuwer, Marcel ( author )
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Published in:Magnetic Resonance in Medicine ; 90, 4 ; 1253-1270
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Publisher:
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Publication date:2023-10-01
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Size:18 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 90, Issue 4
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1243
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Issue Information| 2023
- 1253
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A review of machine learning applications for the proton MR spectroscopy workflowvan de Sande, Dennis M. J. / Merkofer, Julian P. / Amirrajab, Sina / Veta, Mitko / van Sloun, Ruud J. G. / Versluis, Maarten J. / Jansen, Jacobus F. A. / van den Brink, Johan S. / Breeuwer, Marcel et al. | 2023
- 1271
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Retrospective frequency drift correction of rosette MRSI data using spectral registrationSenthil, Sneha / Kadota, Brenden / Truong, Peter / Near, Jamie et al. | 2023
- 1282
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Quantification of spatially localized MRS by a novel deep learning approach without spectral fittingZhang, Yan / Shen, Jun et al. | 2023
- 1297
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Robust retrospective motion correction of head motion using navigator‐based and markerless motion tracking techniquesMarchetto, Elisa / Murphy, Kevin / Glimberg, Stefan L. / Gallichan, Daniel et al. | 2023
- 1316
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Image registration and mutual thresholding enable low interimage variability across dynamic MRI measurements of supraclavicular brown adipose tissue during mild cold exposureSardjoe Mishre, Aashley S. D. / Martinez‐Tellez, Borja / Straat, Maaike E. / Boon, Mariëtte R. / Dzyubachyk, Oleh / Webb, Andrew G. / Rensen, Patrick C. N. / Kan, Hermien E. et al. | 2023
- 1328
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Optimized interferometric encoding of presaturated TurboFLASH B1 mapping for parallel transmission MRI at 7 T: Preliminary application for quantitative T1 mapping in the spinal cordDestruel, Aurelien / Mauconduit, Franck / Massire, Aurélien / Abdeddaim, Redha / Guye, Maxime / Gras, Vincent / Callot, Virginie et al. | 2023
- 1345
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MR‐zero meets RARE MRI: Joint optimization of refocusing flip angles and neural networks to minimize T2‐induced blurring in spin echo sequencesDang, Hoai Nam / Endres, Jonathan / Weinmüller, Simon / Glang, Felix / Loktyushin, Alexander / Scheffler, Klaus / Doerfler, Arnd / Schmidt, Manuel / Maier, Andreas / Zaiss, Moritz et al. | 2023
- 1363
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Robust cardiac mapping at 3T using adiabatic spin‐lock preparationsColetti, Chiara / Fotaki, Anastasia / Tourais, Joao / Zhao, Yidong / van de Steeg‐Henzen, Christal / Akçakaya, Mehmet / Tao, Qian / Prieto, Claudia / Weingärtner, Sebastian et al. | 2023
- 1380
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Regularized SUPER‐CAIPIRINHA: Accelerating 3D variable flip‐angle T1 mapping with accurate and efficient reconstructionYang, Fan / Zhang, Jian / Li, Guobin / Zhu, Jiayu / Tang, Xin / Hu, Chenxi et al. | 2023
- 1396
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Dynamic lung water MRI during exercise stressSeemann, Felicia / Javed, Ahsan / Khan, Jaffar M. / Bruce, Christopher G. / Chae, Rachel / Yildirim, Dursun Korel / Potersnak, Amanda / Wang, Haiyan / Baute, Scott / Ramasawmy, Rajiv et al. | 2023
- 1414
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Robust quantitative susceptibility mapping via approximate message passing with parameter estimationHuang, Shuai / Lah, James J. / Allen, Jason W. / Qiu, Deqiang et al. | 2023
- 1431
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Deep learning‐assisted model‐based off‐resonance correction for non‐Cartesian SWIDaval‐Frérot, Guillaume / Massire, Aurélien / Mailhé, Boris / Nadar, Mariappan / Bapst, Blanche / Luciani, Alain / Vignaud, Alexandre / Ciuciu, Philippe et al. | 2023
- 1446
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Analysis of temporal encoding efficiency of MR fingerprinting sequencesGuenthner, Christian / Stimm, Johanna / Kozerke, Sebastian et al. | 2023
- 1465
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Optimizing variable flip angles in magnetization‐prepared gradient‐echo sequences for efficient 3D‐T1ρ mappingZibetti, Marcelo V. W. / De Moura, Hector L. / Keerthivasan, Mahesh B. / Regatte, Ravinder R. et al. | 2023
- 1484
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Sampling strategies and integrated reconstruction for reducing distortion and boundary slice aliasing in high‐resolution 3D diffusion MRILi, Ziyu / Miller, Karla L. / Andersson, Jesper L. R. / Zhang, Jieying / Liu, Simin / Guo, Hua / Wu, Wenchuan et al. | 2023
- 1502
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Validation of the presence of fast exchanging amine CEST effect at low saturation powers and its influence on the quantification of APTSun, Casey / Zhao, Yu / Zu, Zhongliang et al. | 2023
- 1518
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Bloch simulator–driven deep recurrent neural network for magnetization transfer contrast MR fingerprinting and CEST imagingSingh, Munendra / Jiang, Shanshan / Li, Yuguo / van Zijl, Peter / Zhou, Jinyuan / Heo, Hye‐Young et al. | 2023
- 1537
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inhomogeneity correction of volumetric brain NOEMTR via high permittivity dielectric padding at 7 TJacobs, Paul S. / Benyard, Blake / Cao, Quy / Swain, Anshuman / Wilson, Neil / Nanga, Ravi Prakash Reddy / Tisdall, M. Dylan / Detre, John / Elliott, Mark A. / Haris, Mohammad et al. | 2023
- 1547
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Acoustic noise reduction for spiral MRI by gradient deratingZhou, Zeyu / Alfayad, Abdulrahman / Chao, Tzu Cheng / Pipe, James G. et al. | 2023
- 1555
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Establishing a hemoglobin adjustment for 129Xe gas exchange MRI and MRSBechtel, Aryil / Lu, Junlan / Mummy, David / Bier, Elianna / Leewiwatwong, Suphachart / Mugler, John III / Kabir, Sakib / Church, Alex / Driehuys, Bastiaan et al. | 2023
- 1569
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Semi‐solid MT and APTw CEST‐MRI predict clinical outcome of patients with glioma early after radiotherapyKroh, Florian / von Knebel Doeberitz, Nikolaus / Breitling, Johannes / Maksimovic, Srdjan / König, Laila / Adeberg, Sebastian / Scherer, Moritz / Unterberg, Andreas / Bendszus, Martin / Wick, Wolfgang et al. | 2023
- 1582
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Double pulsed field gradient diffusion MRI to assess skeletal muscle microstructureBerry, D. B. / Galinsky, V. L. / Hutchinson, E. B. / Galons, J. P. / Ward, S. R. / Frank, L. R. et al. | 2023
- 1594
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Prediction of experimental cardiac magnetostimulation thresholds using pig‐specific body modelsKlein, Valerie / Davids, Mathias / Vendramini, Livia / Ferris, Natalie G. / Schad, Lothar R. / Sosnovik, David E. / Nguyen, Christopher T. / Wald, Lawrence L. / Guérin, Bastien et al. | 2023
- 1610
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Deep learning–based Lorentzian fitting of water saturation shift referencing spectra in MRIMohammed Ali, Sajad / Yadav, Nirbhay N. / Wirestam, Ronnie / Singh, Munendra / Heo, Hye‐Young / van Zijl, Peter C. / Knutsson, Linda et al. | 2023
- 1625
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Cellular Exchange Imaging (CEXI): Evaluation of a diffusion model including water exchange in cells using numerical phantoms of permeable spheresGardier, Rémy / Villarreal Haro, Juan Luis / Canales‐Rodríguez, Erick J. / Jelescu, Ileana O. / Girard, Gabriel / Rafael‐Patiño, Jonathan / Thiran, Jean‐Philippe et al. | 2023
- 1641
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Realistic numerical simulations of diffusion tensor cardiovascular magnetic resonance: The effects of perfusion and membrane permeabilityAlemany, Ignasi / Rose, Jan N. / Ferreira, Pedro F. / Pennell, Dudley J. / Nielles‐Vallespin, Sonia / Scott, Andrew D. / Doorly, Denis J. et al. | 2023
- 1657
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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 S. et al. | 2023
- 1672
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Direct synthesis of multi‐contrast brain MR images from MR multitasking spatial factors using deep learningQiu, Shihan / Ma, Sen / Wang, Lixia / Chen, Yuhua / Fan, Zhaoyang / Moser, Franklin G. / Maya, Marcel / Sati, Pascal / Sicotte, Nancy L. / Christodoulou, Anthony G. et al. | 2023
- 1682
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Low‐field MRI: A report on the 2022 ISMRM workshopCampbell‐Washburn, Adrienne E. / Keenan, Kathryn E. / Hu, Peng / Mugler, John P. III / Nayak, Krishna S. / Webb, Andrew G. / Obungoloch, Johnes / Sheth, Kevin N. / Hennig, Jürgen / Rosen, Matthew S. et al. | 2023
- 1695
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Dipolectric antenna for high‐field MRIWenz, Daniel / Xin, Lijing / Dardano, Thomas / Kuehne, Andre et al. | 2023
- 1713
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Reconfigurable dipole receive array for dynamic parallel imaging at ultra‐high magnetic fieldNikulin, Anton V. / Glang, Felix / Avdievich, Nikolai I. / Bosch, Dario / Steffen, Theodor / Scheffler, Klaus et al. | 2023
- 1728
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An improved intraoral transverse loop coil design for high‐resolution dental MRIÖzen, Ali Caglar / Ilbey, Serhat / Jia, Feng / Idiyatullin, Djaudat / Garwood, Michael / Nixdorf, Donald R. / Bock, Michael et al. | 2023