Zhang J - Search Results

1

Deep learning methods and applications in neuroimaging.

Sui J, Liu M, Lee JH, Zhang J, Calhoun V. Sui J, et al. Among authors: zhang j. J Neurosci Methods. 2020 Jun 1;339:108718. doi: 10.1016/j.jneumeth.2020.108718. Epub 2020 Apr 6. J Neurosci Methods. 2020. PMID: 32272117 Free PMC article. No abstract available.

2

Landmark-based deep multi-instance learning for brain disease diagnosis.

Liu M, Zhang J, Adeli E, Shen D. Liu M, et al. Among authors: zhang j. Med Image Anal. 2018 Jan;43:157-168. doi: 10.1016/j.media.2017.10.005. Epub 2017 Oct 27. Med Image Anal. 2018. PMID: 29107865 Free PMC article.

3

Deep Multi-Task Multi-Channel Learning for Joint Classification and Regression of Brain Status.

Liu M, Zhang J, Adeli E, Shen D. Liu M, et al. Among authors: zhang j. Med Image Comput Comput Assist Interv. 2017 Sep;10435:3-11. doi: 10.1007/978-3-319-66179-7_1. Epub 2017 Sep 4. Med Image Comput Comput Assist Interv. 2017. PMID: 29756129 Free PMC article.

4

Diagnosis of Alzheimer's Disease Using View-Aligned Hypergraph Learning with Incomplete Multi-modality Data.

Liu M, Zhang J, Yap PT, Shen D. Liu M, et al. Among authors: zhang j. Med Image Comput Comput Assist Interv. 2016 Oct;9900:308-316. doi: 10.1007/978-3-319-46720-7_36. Epub 2016 Oct 2. Med Image Comput Comput Assist Interv. 2016. PMID: 28066842 Free PMC article.

5

Weakly Supervised Deep Learning for Brain Disease Prognosis Using MRI and Incomplete Clinical Scores.

Liu M, Zhang J, Lian C, Shen D. Liu M, et al. Among authors: zhang j. IEEE Trans Cybern. 2020 Jul;50(7):3381-3392. doi: 10.1109/TCYB.2019.2904186. Epub 2019 Mar 26. IEEE Trans Cybern. 2020. PMID: 30932861 Free PMC article.

6

View-aligned hypergraph learning for Alzheimer's disease diagnosis with incomplete multi-modality data.

Liu M, Zhang J, Yap PT, Shen D. Liu M, et al. Among authors: zhang j. Med Image Anal. 2017 Feb;36:123-134. doi: 10.1016/j.media.2016.11.002. Epub 2016 Nov 16. Med Image Anal. 2017. PMID: 27898305 Free PMC article.

7

Multi-channel multi-scale fully convolutional network for 3D perivascular spaces segmentation in 7T MR images.

Lian C, Zhang J, Liu M, Zong X, Hung SC, Lin W, Shen D. Lian C, et al. Among authors: zhang j. Med Image Anal. 2018 May;46:106-117. doi: 10.1016/j.media.2018.02.009. Epub 2018 Feb 27. Med Image Anal. 2018. PMID: 29518675 Free PMC article.

8

Context-guided fully convolutional networks for joint craniomaxillofacial bone segmentation and landmark digitization.

Zhang J, Liu M, Wang L, Chen S, Yuan P, Li J, Shen SG, Tang Z, Chen KC, Xia JJ, Shen D. Zhang J, et al. Med Image Anal. 2020 Feb;60:101621. doi: 10.1016/j.media.2019.101621. Epub 2019 Nov 23. Med Image Anal. 2020. PMID: 31816592 Free PMC article.

9

Joint fully convolutional and graph convolutional networks for weakly-supervised segmentation of pathology images.

Zhang J, Hua Z, Yan K, Tian K, Yao J, Liu E, Liu M, Han X. Zhang J, et al. Med Image Anal. 2021 Oct;73:102183. doi: 10.1016/j.media.2021.102183. Epub 2021 Jul 24. Med Image Anal. 2021. PMID: 34340108

10

A Hierarchical Feature and Sample Selection Framework and Its Application for Alzheimer's Disease Diagnosis.

An L, Adeli E, Liu M, Zhang J, Lee SW, Shen D. An L, et al. Among authors: zhang j. Sci Rep. 2017 Mar 30;7:45269. doi: 10.1038/srep45269. Sci Rep. 2017. PMID: 28358032 Free PMC article.

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