M
Matthew S. Rosen
Researcher at Harvard University
Publications - 144
Citations - 5156
Matthew S. Rosen is an academic researcher from Harvard University. The author has contributed to research in topics: Magnetic resonance imaging & Medicine. The author has an hindex of 29, co-authored 118 publications receiving 3745 citations. Previous affiliations of Matthew S. Rosen include University of Michigan & State University of New York System.
Papers
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Image reconstruction by domain-transform manifold learning
TL;DR: A unified framework for image reconstruction—automated transform by manifold approximation (AUTOMAP)—which recasts image reconstruction as a data-driven supervised learning task that allows a mapping between the sensor and the image domain to emerge from an appropriate corpus of training data is presented.
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MR fingerprinting Deep RecOnstruction NEtwork (DRONE)
TL;DR: A novel fast method for reconstruction of multi‐dimensional MR fingerprinting (MRF) data using deep learning methods and it is shown that this method can be used to solve the challenge of integrating 3D image recognition and 3D handwriting analysis.
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Near-unity nuclear polarization with an open-source 129Xe hyperpolarizer for NMR and MRI
Panayiotis Nikolaou,Aaron M. Coffey,Laura L. Walkup,Brogan M. Gust,Nicholas Whiting,Hayley Newton,Scott Barcus,Scott Barcus,Iga Muradyan,Mikayel Dabaghyan,Gregory D. Moroz,Matthew S. Rosen,Samuel Patz,Michael J. Barlow,Eduard Y. Chekmenev,Boyd M. Goodson +15 more
TL;DR: A unique low-cost “open-source” xenon “hyperpolarizer” is described, its ability to produce xenon-129 with high magnetization is characterized, its utility for human lung imaging is demonstrated, and excellent agreement is observed among four independent methods used to measure spin polarization.
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Low-Cost High-Performance MRI
Mathieu Sarracanie,Cristen LaPierre,Najat Salameh,Najat Salameh,David J. Waddington,David J. Waddington,Thomas Witzel,Matthew S. Rosen +7 more
TL;DR: It is contended that these practical ultra-low magnetic field implementations of MRI (<10 mT) will complement traditional MRI, providing clinically relevant images and setting new standards for affordable (<$50,000) and robust portable devices.
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Brain MRI with laser‐polarized 129xe
Scott D. Swanson,Matthew S. Rosen,Bernard W. Agranoff,Kevin P. Coulter,Robert C. Welsh,Timothy Chupp +5 more
TL;DR: It is established that nuclear polarization produced in the gas phases survives transport to the brain where it may be imaged and increases in polarization and delivered volume of 129Xe will allow clinical measurements of regional cerebral blood flow.