20022024
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Research Output 2002 2020

  • 56 Article
  • 11 Conference contribution
  • 2 Review article
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Conference contribution
2019
1 Citation (Scopus)

Accelerated coronary mri using 3d spirit-raki with sparsity regularization

Hosseini, S. A. H., Moeller, S., Weingartner, S., Ugurbil, K. & Akcakaya, M., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1692-1695 4 p. 8759459. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic resonance imaging
Neural networks
Interpolation
Artifacts
Learning systems

Accelerated Simultaneous Multi-Slice MRI using Subject-Specific Convolutional Neural Networks

Zhang, C., Moeller, S., Weingartner, S., Ugurbil, K. & Akcakaya, M., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1636-1640 5 p. 8645313. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic resonance
Neural networks
Imaging techniques
Interpolation
Calibration

Comparison of Neural Network Architectures for Physics-Driven Deep Learning MRI Reconstruction

Yaman, B., Hossein Hosseini, S. A., Moeller, S. & Akcakaya, M., Oct 2019, 2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference, IEMCON 2019. Chakrabarti, S. & Saha, H. N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 155-159 5 p. 8936238. (2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference, IEMCON 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Network Architecture
Network architecture
Magnetic resonance imaging
Learning systems
Physics

Improved regularized reconstruction for simultaneous multi-slice cardiac MRI T1 mapping

Demirel, Ö. B., Weingärtner, S., Moeller, S. & Akçakaya, M., Sep 2019, EUSIPCO 2019 - 27th European Signal Processing Conference. European Signal Processing Conference, EUSIPCO, (European Signal Processing Conference; vol. 2019-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic resonance imaging
Imaging techniques
Interpolation

SRAKI-RNN: Accelerated MRI with scan-specific recurrent neural networks using densely connected blocks

Hosseini, S. A. H., Zhang, C., Ugurbil, K., Moeller, S. & Akcąkaya, M., Jan 1 2019, Wavelets and Sparsity XVIII. Van De Ville, D., Van De Ville, D., Papadakis, M. & Lu, Y. M. (eds.). SPIE, 111381B. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11138).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

K-space
Recurrent neural networks
Recurrent Neural Networks
Magnetic resonance imaging
Artificial Neural Network
2018
1 Citation (Scopus)

Fast GPU Implementation of a Scan-Specific Deep Learning Reconstruction for Accelerated Magnetic Resonance Imaging

Zhang, C., Weingartner, S., Moeller, S., Ugurbil, K. & Akcakaya, M., Oct 18 2018, 2018 IEEE International Conference on Electro/Information Technology, EIT 2018. IEEE Computer Society, p. 399-403 5 p. 8500090. (IEEE International Conference on Electro Information Technology; vol. 2018-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Interpolation
Imaging techniques
Parallel programming
Program processors

Subject-Specific Convolutional Neural Networks for Accelerated Magnetic Resonance Imaging

Akcakaya, M., Moeller, S., Weingartner, S. & Ugurbil, K., Oct 10 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8489393. (Proceedings of the International Joint Conference on Neural Networks; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Interpolation
Imaging techniques
Ionizing radiation
Medical imaging
2017
3 Citations (Scopus)

Multi-scale locally low-rank noise reduction for high-resolution dynamic quantitative cardiac MRI

Moeller, S., Weingartner, S. & Akcakaya, M., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1473-1476 4 p. 8037113. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Noise abatement
Magnetic resonance imaging
Noise
Tuning
Tissue
2011
1 Citation (Scopus)

Detecting fleeting MRI signals with frequency-modulated pulses

Kobayashi, N., Idiyatullin, D., Corum, C., Moeller, S., Chamberlain, R., O'Connell, R., Nixdorf, D. R. & Garwood, M., Apr 27 2011, Magnetic Resonance in Porous Media - Proc. of the 10th Intl. Bologna Conference on Magnetic Resonance in Porous Media, MRPM10, including the 10th Colloquium on Mobile Magnetic Resonance, CMMR10. p. 23-26 4 p. (AIP Conference Proceedings; vol. 1330).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fourier transformation
pulses
sweep frequency
gradients
acquisition
2007
3 Citations (Scopus)

Introduction to SWIFT (sweep imaging with fourier transformation) for magnetic resonance imaging of materials

Corum, C., Idiyatullin, D. S., Moeller, S., Park, J. Y. & Garwood, M., Dec 1 2007, Magnetic Resonance in Material Science. Vol. 984. p. 104-108 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic resonance
Imaging techniques
2006

Reducing temporal fluctuations in MRI with the multi-channel method SENSE

Moeller, S., Van de Moortele, P-F., Goerke, U. & Ugurbil, K., Jun 30 2006, Medical Imaging 2006: Physics of Medical Imaging. 61420P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6142 I).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic resonance imaging
Imaging techniques
Brain
Blood
Pixels