Shen L - Search Results

1

Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation.

Seo H, Yu L, Ren H, Li X, Shen L, Xing L. Seo H, et al. Among authors: shen l. IEEE Trans Med Imaging. 2021 Dec;40(12):3369-3378. doi: 10.1109/TMI.2021.3084748. Epub 2021 Nov 30. IEEE Trans Med Imaging. 2021. PMID: 34048339 Free PMC article.

2

Markerless Pancreatic Tumor Target Localization Enabled By Deep Learning.

Zhao W, Shen L, Han B, Yang Y, Cheng K, Toesca DAS, Koong AC, Chang DT, Xing L. Zhao W, et al. Among authors: shen l. Int J Radiat Oncol Biol Phys. 2019 Oct 1;105(2):432-439. doi: 10.1016/j.ijrobp.2019.05.071. Epub 2019 Jun 13. Int J Radiat Oncol Biol Phys. 2019. PMID: 31201892 Free PMC article.

3

Patient-specific reconstruction of volumetric computed tomography images from a single projection view via deep learning.

Shen L, Zhao W, Xing L. Shen L, et al. Nat Biomed Eng. 2019 Nov;3(11):880-888. doi: 10.1038/s41551-019-0466-4. Epub 2019 Oct 28. Nat Biomed Eng. 2019. PMID: 31659306 Free PMC article.

4

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. 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.

5

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. Sci Rep. 2022 Jan 26;12(1):1408. doi: 10.1038/s41598-022-05468-5. Sci Rep. 2022. PMID: 35082346 Free PMC article.

6

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. 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.

7

Implicit neural representation for radiation therapy dose distribution.

Vasudevan V, Shen L, Huang C, Chuang C, Islam MT, Ren H, Yang Y, Dong P, Xing L. Vasudevan V, et al. Among authors: shen l. Phys Med Biol. 2022 Jun 13;67(12). doi: 10.1088/1361-6560/ac6b10. Phys Med Biol. 2022. PMID: 35477171

8

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. Comput Biol Med. 2022 Sep;148:105710. doi: 10.1016/j.compbiomed.2022.105710. Epub 2022 Jun 6. Comput Biol Med. 2022. PMID: 35715260

9

Real time volumetric MRI for 3D motion tracking via geometry-informed deep learning.

Liu L, Shen L, Johansson A, Balter JM, Cao Y, Chang D, Xing L. Liu L, et al. Among authors: shen l. Med Phys. 2022 Sep;49(9):6110-6119. doi: 10.1002/mp.15822. Epub 2022 Jul 6. Med Phys. 2022. PMID: 35766221 Free PMC article.

10

Leveraging data-driven self-consistency for high-fidelity gene expression recovery.

Islam MT, Wang JY, Ren H, Li X, Khuzani MB, Sang S, Yu L, Shen L, Zhao W, Xing L. Islam MT, et al. Among authors: shen l. Nat Commun. 2022 Nov 21;13(1):7142. doi: 10.1038/s41467-022-34595-w. Nat Commun. 2022. PMID: 36414658 Free PMC article.

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