Compressed sensing: From research to clinical practice with deep neural networks: Shortening scan times for magnetic resonance imaging CM Sandino, JY Cheng, F Chen, M Mardani, JM Pauly, SS Vasanawala IEEE signal processing magazine 37 (1), 117-127, 2020 | 152 | 2020 |
Variable-density single-shot fast spin-echo MRI with deep learning reconstruction by using variational networks F Chen, V Taviani, I Malkiel, JY Cheng, JI Tamir, J Shaikh, ST Chang, ... Radiology 289 (2), 366-373, 2018 | 135 | 2018 |
Highly scalable image reconstruction using deep neural networks with bandpass filtering JY Cheng, F Chen, MT Alley, JM Pauly, SS Vasanawala arXiv preprint arXiv:1805.03300, 2018 | 59 | 2018 |
RUN‐UP: Accelerated multishot diffusion‐weighted MRI reconstruction using an unrolled network with U‐Net as priors Y Hu, Y Xu, Q Tian, F Chen, X Shi, CJ Moran, BL Daniel, BA Hargreaves Magnetic resonance in medicine 85 (2), 709-720, 2021 | 33 | 2021 |
Data‐driven self‐calibration and reconstruction for non‐cartesian wave‐encoded single‐shot fast spin echo using deep learning F Chen, JY Cheng, V Taviani, VR Sheth, RL Brunsing, JM Pauly, ... Journal of Magnetic Resonance Imaging 51 (3), 841-853, 2020 | 30 | 2020 |
Self‐calibrating wave‐encoded variable‐density single‐shot fast spin echo imaging F Chen, V Taviani, JI Tamir, JY Cheng, T Zhang, Q Song, BA Hargreaves, ... Journal of Magnetic Resonance Imaging 47 (4), 954-966, 2018 | 27 | 2018 |
Autocalibrating motion‐corrected wave‐encoding for highly accelerated free‐breathing abdominal MRI F Chen, T Zhang, JY Cheng, X Shi, JM Pauly, SS Vasanawala Magnetic resonance in medicine 78 (5), 1757-1766, 2017 | 23 | 2017 |
Compressed sensing: From research to clinical practice with data-driven learning JY Cheng, F Chen, C Sandino, M Mardani, JM Pauly, SS Vasanawala arXiv preprint arXiv:1903.07824, 2019 | 14 | 2019 |
Semi-supervised learning for reconstructing under-sampled MR scans F Chen, JY Cheng, JM Pauly, SS Vasanawala Proceedings of the 27th Annual Meeting of ISMRM, 2019 | 12 | 2019 |
Pedestrian crossing action recognition and trajectory prediction with 3d human keypoints J Li, X Shi, F Chen, J Stroud, Z Zhang, T Lan, J Mao, J Kang, KS Refaat, ... 2023 IEEE International Conference on Robotics and Automation (ICRA), 1463-1470, 2023 | 10 | 2023 |
System and method for performing wave-encoded magnetic resonance imaging of an object F Chen, Z Tao, JY Cheng, V Taviani, B Hargreaves, J Pauly, ... US Patent 10,520,573, 2019 | 9 | 2019 |
Method for performing magnetic resonance imaging reconstruction with unsupervised deep learning JY Cheng, F Chen, JM Pauly, SS Vasanawala US Patent 10,740,931, 2020 | 8 | 2020 |
Accelerated model-based proton resonance frequency shift temperature mapping using echo-based GRAPPA reconstruction F Chen, X Shi, S Chen, EM Johnson, B Chen, G Ren, X Wei, S Wang, ... Magnetic resonance imaging 33 (2), 240-245, 2015 | 8 | 2015 |
Contrastive learning for object detection A Ayvaci, F Chen, JY Zheng, BS Cicek, VI Karasev US Patent 11,756,309, 2023 | 5 | 2023 |
Highly scalable image reconstruction using deep neural networks with bandpass filtering; 2018 JY Cheng, F Chen, MT Alley, JM Pauly, SS Vasanawala Available: https: arXiv: org/abs, 1805 | 5 | 1805 |
Method for estimating systematic imperfections in medical imaging systems with deep learning F Chen, CM Sandino, JY Cheng, JM Pauly, SS Vasanawala US Patent 11,085,988, 2021 | 2 | 2021 |
Accelerated T2-weighted imaging of the abdomen with self-calibrating wave-encoded 3D fast spin echo sequences F Chen, V Taviani, JY Cheng, JM Pauly, SS Vasanawala Proceedings of the 26th Annual Meeting of ISMRM, Paris, France, 0211, 2018 | 2 | 2018 |
Variable density single-shot fast spin echo with auto-calibrated wave encoding F Chen, V Taviani, JY Cheng, T Zhang, BA Hargreaves, JM Pauly, ... Proc. Intl. Soc. Mag. Reson. Med 25, 1038, 2017 | 2 | 2017 |
Auto-Calibrating Wave-CS for Motion-Robust Accelerated MRI F Chen, T Zhang, JY Cheng, JM Pauly, SS Vasanawala Proc. Intl. Soc. Mag. Reson. Med 24, 1857, 2016 | 2 | 2016 |
Improving variable-density single-shot fast spin echo with deep-learning reconstruction using variational networks F Chen, V Taviani, I Malkiel, JY Cheng, J Shaikh, S Chang, CJ Hardy, ... ISMRM 26th Annual Meeting, 0617, 2018 | 1 | 2018 |