Zhang X - Search Results

1

Attention-based CNN-BiLSTM for sleep state classification of spatiotemporal wide-field calcium imaging data.

Zhang X, Landsness EC, Miao H, Chen W, Tang MJ, Brier LM, Culver JP, Lee JM, Anastasio MA. Zhang X, et al. J Neurosci Methods. 2024 Nov;411:110250. doi: 10.1016/j.jneumeth.2024.110250. Epub 2024 Aug 14. J Neurosci Methods. 2024. PMID: 39151658 Free article.

2

Automated sleep state classification of wide-field calcium imaging data via multiplex visibility graphs and deep learning.

Zhang X, Landsness EC, Chen W, Miao H, Tang M, Brier LM, Culver JP, Lee JM, Anastasio MA. Zhang X, et al. J Neurosci Methods. 2022 Jan 15;366:109421. doi: 10.1016/j.jneumeth.2021.109421. Epub 2021 Nov 22. J Neurosci Methods. 2022. PMID: 34822945 Free PMC article.

3

Validation of Deep Learning-based Sleep State Classification.

Chen W, Zhang X, Miao H, Tang MJ, Anastasio M, Culver J, Lee JM, Landsness EC. Chen W, et al. Among authors: zhang x. MicroPubl Biol. 2022 Oct 4;2022:10.17912/micropub.biology.000643. doi: 10.17912/micropub.biology.000643. eCollection 2022. MicroPubl Biol. 2022. PMID: 36277479 Free PMC article.

4

A Multivariate Functional Connectivity Approach to Mapping Brain Networks and Imputing Neural Activity in Mice.

Brier LM, Zhang X, Bice AR, Gaines SH, Landsness EC, Lee JM, Anastasio MA, Culver JP. Brier LM, et al. Among authors: zhang x. Cereb Cortex. 2022 Apr 5;32(8):1593-1607. doi: 10.1093/cercor/bhab282. Cereb Cortex. 2022. PMID: 34541601 Free PMC article.

5

Attention-Based CNN-BiLSTM for Sleep State Classification of Spatiotemporal Wide-Field Calcium Imaging Data.

Zhang X, Landsness EC, Miao H, Chen W, Tang M, Brier LM, Culver JP, Lee JM, Anastasio MA. Zhang X, et al. ArXiv [Preprint]. 2024 Jan 16:arXiv:2401.08098v1. ArXiv. 2024. Update in: J Neurosci Methods. 2024 Nov;411:110250. doi: 10.1016/j.jneumeth.2024.110250. PMID: 38313204 Free PMC article. Updated. Preprint.

6

Impact of deep learning-based image super-resolution on binary signal detection.

Zhang X, Kelkar VA, Granstedt J, Li H, Anastasio MA. Zhang X, et al. J Med Imaging (Bellingham). 2021 Nov;8(6):065501. doi: 10.1117/1.JMI.8.6.065501. Epub 2021 Nov 16. J Med Imaging (Bellingham). 2021. PMID: 34796251 Free PMC article.

7

Deep-learning-based image super-resolution of an end-expandable optical fiber probe for application in esophageal cancer diagnostics.

Zhang X, Tan M, Nabil M, Shukla R, Vasavada S, Anandasabapathy S, Anastasio MA, Petrova E. Zhang X, et al. J Biomed Opt. 2024 Apr;29(4):046001. doi: 10.1117/1.JBO.29.4.046001. Epub 2024 Apr 4. J Biomed Opt. 2024. PMID: 38585417 Free PMC article.

8

3D microscopy and deep learning reveal the heterogeneity of crown-like structure microenvironments in intact adipose tissue.

Geng J, Zhang X, Prabhu S, Shahoei SH, Nelson ER, Swanson KS, Anastasio MA, Smith AM. Geng J, et al. Among authors: zhang x. Sci Adv. 2021 Feb 17;7(8):eabe2480. doi: 10.1126/sciadv.abe2480. Print 2021 Feb. Sci Adv. 2021. PMID: 33597245 Free PMC article.

9

Dynamic Heterochromatin States in Anisotropic Nuclei of Cells on Aligned Nanofibers.

Liu W, Padhi A, Zhang X, Narendran J, Anastasio MA, Nain AS, Irudayaraj J. Liu W, et al. Among authors: zhang x. ACS Nano. 2022 Jul 26;16(7):10754-10767. doi: 10.1021/acsnano.2c02660. Epub 2022 Jul 8. ACS Nano. 2022. PMID: 35803582 Free PMC article.

10

Joint localization and classification of breast masses on ultrasound images using an auxiliary attention-based framework.

Fan Z, Gong P, Tang S, Lee CU, Zhang X, Song P, Chen S, Li H. Fan Z, et al. Among authors: zhang x. Med Image Anal. 2023 Dec;90:102960. doi: 10.1016/j.media.2023.102960. Epub 2023 Sep 14. Med Image Anal. 2023. PMID: 37769552 Free PMC article.

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