Liu L - Search Results

1

Multi-Modal Data Analysis for Alzheimer's Disease Diagnosis: An Ensemble Model Using Imagery and Genetic Features.

Ying Q, Xing X, Liu L, Lin AL, Jacobs N, Liang G. Ying Q, et al. Among authors: liu l. Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:3586-3591. doi: 10.1109/EMBC46164.2021.9630174. Annu Int Conf IEEE Eng Med Biol Soc. 2021. PMID: 34892014

2

Alzheimer's Disease Classification Using 2D Convolutional Neural Networks.

Liang G, Xing X, Liu L, Zhang Y, Ying Q, Lin AL, Jacobs N. Liang G, et al. Among authors: liu l. Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:3008-3012. doi: 10.1109/EMBC46164.2021.9629587. Annu Int Conf IEEE Eng Med Biol Soc. 2021. PMID: 34891877

3

Development of CNN models for the enteral feeding tube positioning assessment on a small scale data set.

Liang G, Ganesh H, Steffe D, Liu L, Jacobs N, Zhang J. Liang G, et al. Among authors: liu l. BMC Med Imaging. 2022 Mar 22;22(1):52. doi: 10.1186/s12880-022-00766-w. BMC Med Imaging. 2022. PMID: 35317725 Free PMC article.

4

LLRHNet: Multiple Lesions Segmentation Using Local-Long Range Features.

Liu L, Wang Y, Chang J, Zhang P, Liang G, Zhang H. Liu L, et al. Front Neuroinform. 2022 May 5;16:859973. doi: 10.3389/fninf.2022.859973. eCollection 2022. Front Neuroinform. 2022. PMID: 35600503 Free PMC article.

5

Decomposition-Based Correlation Learning for Multi-Modal MRI-Based Classification of Neuropsychiatric Disorders.

Liu L, Chang J, Wang Y, Liang G, Wang YP, Zhang H. Liu L, et al. Front Neurosci. 2022 May 25;16:832276. doi: 10.3389/fnins.2022.832276. eCollection 2022. Front Neurosci. 2022. PMID: 35692429 Free PMC article.

6

Beware the Black-Box of Medical Image Generation: an Uncertainty Analysis by the Learned Feature Space.

Qu Y, Yan D, Xing E, Zheng F, Zhang J, Liu L, Liang G. Qu Y, et al. Among authors: liu l. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:3849-3853. doi: 10.1109/EMBC48229.2022.9871921. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36085751

7

Simulated Quantum Mechanics-Based Joint Learning Network for Stroke Lesion Segmentation and TICI Grading.

Liu L, Chang J, Liang G, Xiong S. Liu L, et al. IEEE J Biomed Health Inform. 2023 Jul;27(7):3372-3383. doi: 10.1109/JBHI.2023.3270861. Epub 2023 Jun 30. IEEE J Biomed Health Inform. 2023. PMID: 37104101

8

H-Net: Heterogeneous Neural Network for Multi-Classification of Neuropsychiatric Disorders.

Liu L, Xie J, Chang J, Liu Z, Sun T, Qiao H, Liang G, Guo W. Liu L, et al. Among authors: liu z. IEEE J Biomed Health Inform. 2024 Sep;28(9):5509-5518. doi: 10.1109/JBHI.2024.3405941. Epub 2024 Sep 5. IEEE J Biomed Health Inform. 2024. PMID: 38829757

9

An enhanced multi-modal brain graph network for classifying neuropsychiatric disorders.

Liu L, Wang YP, Wang Y, Zhang P, Xiong S. Liu L, et al. Med Image Anal. 2022 Oct;81:102550. doi: 10.1016/j.media.2022.102550. Epub 2022 Jul 16. Med Image Anal. 2022. PMID: 35872360

10

An Ensemble Hybrid Feature Selection Method for Neuropsychiatric Disorder Classification.

Liu L, Tang S, Wu FX, Wang YP, Wang J. Liu L, et al. IEEE/ACM Trans Comput Biol Bioinform. 2022 May-Jun;19(3):1459-1471. doi: 10.1109/TCBB.2021.3053181. Epub 2022 Jun 3. IEEE/ACM Trans Comput Biol Bioinform. 2022. PMID: 33471766

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