Pauly J - Search Results

1

A geometry-informed deep learning framework for ultra-sparse 3D tomographic image reconstruction.

Shen L, Zhao W, Capaldi D, Pauly J, Xing L. Shen L, et al. Among authors: pauly j. Comput Biol Med. 2022 Sep;148:105710. doi: 10.1016/j.compbiomed.2022.105710. Epub 2022 Jun 6. Comput Biol Med. 2022. PMID: 35715260

2

Deep Generative Adversarial Neural Networks for Compressive Sensing MRI.

Mardani M, Gong E, Cheng JY, Vasanawala SS, Zaharchuk G, Xing L, Pauly JM. Mardani M, et al. IEEE Trans Med Imaging. 2019 Jan;38(1):167-179. doi: 10.1109/TMI.2018.2858752. Epub 2018 Jul 23. IEEE Trans Med Imaging. 2019. PMID: 30040634 Free PMC article.

3

Multi-Domain Image Completion for Random Missing Input Data.

Shen L, Zhu W, Wang X, Xing L, Pauly JM, Turkbey B, Harmon SA, Sanford TH, Mehralivand S, Choyke PL, Wood BJ, Xu D. Shen L, et al. Among authors: pauly jm. IEEE Trans Med Imaging. 2021 Apr;40(4):1113-1122. doi: 10.1109/TMI.2020.3046444. Epub 2021 Apr 1. IEEE Trans Med Imaging. 2021. PMID: 33351753 Free PMC article.

4

Attention-guided deep learning for gestational age prediction using fetal brain MRI.

Shen L, Zheng J, Lee EH, Shpanskaya K, McKenna ES, Atluri MG, Plasto D, Mitchell C, Lai LM, Guimaraes CV, Dahmoush H, Chueh J, Halabi SS, Pauly JM, Xing L, Lu Q, Oztekin O, Kline-Fath BM, Yeom KW. Shen L, et al. Among authors: pauly jm. Sci Rep. 2022 Jan 26;12(1):1408. doi: 10.1038/s41598-022-05468-5. Sci Rep. 2022. PMID: 35082346 Free PMC article.

5

Novel-view X-ray projection synthesis through geometry-integrated deep learning.

Shen L, Yu L, Zhao W, Pauly J, Xing L. Shen L, et al. Among authors: pauly j. Med Image Anal. 2022 Apr;77:102372. doi: 10.1016/j.media.2022.102372. Epub 2022 Jan 29. Med Image Anal. 2022. PMID: 35131701 Free PMC article.

6

Deep Learning-Based Water-Fat Separation from Dual-Echo Chemical Shift-Encoded Imaging.

Wu Y, Alley M, Li Z, Datta K, Wen Z, Sandino C, Syed A, Ren H, Xing L, Lustig M, Pauly J, Vasanawala S. Wu Y, et al. Among authors: pauly j. Bioengineering (Basel). 2022 Oct 19;9(10):579. doi: 10.3390/bioengineering9100579. Bioengineering (Basel). 2022. PMID: 36290546 Free PMC article.

7

Missing Wedge Completion via Unsupervised Learning with Coordinate Networks.

Van Veen D, Galaz-Montoya JG, Shen L, Baldwin P, Chaudhari AS, Lyumkis D, Schmid MF, Chiu W, Pauly J. Van Veen D, et al. Among authors: pauly j. bioRxiv [Preprint]. 2024 Apr 28:2024.04.12.589090. doi: 10.1101/2024.04.12.589090. bioRxiv. 2024. Update in: Int J Mol Sci. 2024 May 17;25(10):5473. doi: 10.3390/ijms25105473. PMID: 38712113 Free PMC article. Updated. Preprint.

8

Missing Wedge Completion via Unsupervised Learning with Coordinate Networks.

Van Veen D, Galaz-Montoya JG, Shen L, Baldwin P, Chaudhari AS, Lyumkis D, Schmid MF, Chiu W, Pauly J. Van Veen D, et al. Among authors: pauly j. Int J Mol Sci. 2024 May 17;25(10):5473. doi: 10.3390/ijms25105473. Int J Mol Sci. 2024. PMID: 38791508 Free PMC article.

9

Deep residual network for off-resonance artifact correction with application to pediatric body MRA with 3D cones.

Zeng DY, Shaikh J, Holmes S, Brunsing RL, Pauly JM, Nishimura DG, Vasanawala SS, Cheng JY. Zeng DY, et al. Among authors: pauly jm. Magn Reson Med. 2019 Oct;82(4):1398-1411. doi: 10.1002/mrm.27825. Epub 2019 May 22. Magn Reson Med. 2019. PMID: 31115936 Free PMC article.

10

Ultra-low-dose PET reconstruction using generative adversarial network with feature matching and task-specific perceptual loss.

Ouyang J, Chen KT, Gong E, Pauly J, Zaharchuk G. Ouyang J, et al. Among authors: pauly j. Med Phys. 2019 Aug;46(8):3555-3564. doi: 10.1002/mp.13626. Epub 2019 Jun 17. Med Phys. 2019. PMID: 31131901 Free PMC article.

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