Feiyu Chen
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Publications and Proceedings

Publications

  1. Chen F, Taviani V, Malkiel I, Cheng JY, Tamir JI, Shaikh J, Chang ST, Hardy CJ, Pauly JM, Vasanawala SS. Variable-density single-shot fast spin-echo MRI with deep learning reconstruction by using variational networks. Radiology. 2018 Jul 24;289(2):366-73.

  2. Cheng JY, Chen F, Alley MT, Pauly JM, Vasanawala SS. Highly scalable image reconstruction using deep neural networks with bandpass filtering. arXiv preprint. arXiv:1805.03300.

  3. Chen F, Taviani V, Tamir JI, Cheng JY, Zhang T, Song Q, Hargreaves BA, Pauly JM, Vasanawala SS. Self-calibrating wave-encoded variable-density single-shot fast spin echo imaging. Journal of Magnetic Resonance Imaging. 2018 Apr;47(4):954-66.

  4. Chen F, Zhang T, Cheng JY, Shi X, Pauly JM, Vasanawala SS. Autocalibrating motion-corrected wave-encoding for highly accelerated free-breathing abdominal MRI. Magnetic Resonance in Medicine. 2017 Nov;78(5):1757-66.

  5. Chen F, Shi X, Chen S, Johnson EM, Chen B, Ren G, Wei X, Wang S, Ying K. Accelerated model-based proton resonance frequency shift temperature mapping using echo-based GRAPPA reconstruction. Magnetic Resonance Imaging. 33(2), 2015, 240-245.

Conference Proceedings

  1. Chen F, Cheng JY, Taviani V, Pauly JM, Vasanawala SS. Learning systematic imperfections with deep neural networks for wave-encoded single-shot fast spin echo. Oral presentation. ISMRM workshop on machine learning Part II. 2018.

  2. Chen F, Taviani V, Shi X, Cheng JY, Pauly JM, Vasanawala SS. Free-breathing motion-corrected abdominal dynamic contrast-enhanced MRI with soft-projecting deep neural networks. Poster presentation. ISMRM workshop on machine learning Part I. 2018.

  3. Chen F, Taviani V, Cheng JY, Pauly JM, Vasanawala SS. Accelerated T2-weighted imaging of the abdomen with self-calibrating wave-encoded 3D fast spin echo sequences. Proc. Intl. Soc. Mag. Reson. Med. 2018, 26: 211.

  4. Cheng JY, Chen F, Alley MT, Pauly JM, Vasanawala SS. Highly-Scalable Image Reconstruction using Deep Neural Networks with Bandpass Filtering. Proc. Intl. Soc. Mag. Reson. Med. 2018, 26: 3369.

  5. Chen F, Cheng JY, Zhang T, Pauly JM, Vasanawala SS. Motion-robustness evaluation and motion correction of wave-encoding. Proc. Intl. Soc. Mag. Reson. Med. 2017, 25: 4019.

  6. Chen F, Taviani V, Cheng JY, Zhang T, Hargreaves BA, Pauly JM, Vasanawala SS. Variable Density Single Shot Fast Spin Echo with AutoCalibrated Wave Encoding. Proc. Intl. Soc. Mag. Reson. Med. 2017, 25: 1038.

  7. Chen F, Zhang T, Cheng JY, Pauly JM, Vasanawala SS. Auto-Calibrating Wave-CS for Motion-Robust Accelerated MRI. Proc. Intl. Soc. Mag. Reson. Med. 2016, 24:1857.

  8. Chen F, Huang F, Zhu D, Ning J and Chen H. Accelerated breath-hold liver imaging using additional information from free-breathing acquisitions. Proc. Intl. Soc. Mag. Reson. Med. 2015, 23: 3805.

  9. Chen F, Zhu K, Vyas U, Bitton R, Ying K, Pauly JM and Pauly KB. Fast dynamic whole-brain-coverage MR thermometry using simultaneous multi-slice echo planar imaging for MR-guided focused ultrasound. Proc. Intl. Soc. Mag. Reson. Med. 2014, 22: 2336.

  10. Chen F, Huang F, Zhu D, Qi H, Ying K and Chen H. Highly accelerated cardiac cine imaging using a combination of k-t group sparse and SPIRiT. Proc. Intl. Soc. Mag. Reson. Med. 2014, 22: 1566.

  11. Chen F, Gong E, Chen S, Shi X, Huang F, Wang S, Ying K. Accelerated phase reconstruction using sharable information from reference scan and its application for real-time MR thermometry. Proc. Intl. Soc. Mag. Reson. Med. 2013, 21: 1806.

  12. Chen F, Cai X, Shi X, Chen S, Gong E, Ying K, Wang S. Accelerated real-time MR thermometry using a new compressed sensing framework of nonlinear filter and k-t FOCUSS. Proc. Intl. Soc. Mag. Reson. Med. 2013, 21: 1804.