Liang G - Search Results

1

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. 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

2

Automatic Hand Skeletal Shape Estimation From Radiographs.

Mihail RP, Liang G, Jacobs N. Mihail RP, et al. Among authors: liang g. IEEE Trans Nanobioscience. 2019 Jul;18(3):296-305. doi: 10.1109/TNB.2019.2911026. Epub 2019 Apr 12. IEEE Trans Nanobioscience. 2019. PMID: 30990432

3

Inconsistent Performance of Deep Learning Models on Mammogram Classification.

Wang X, Liang G, Zhang Y, Blanton H, Bessinger Z, Jacobs N. Wang X, et al. Among authors: liang g. J Am Coll Radiol. 2020 Jun;17(6):796-803. doi: 10.1016/j.jacr.2020.01.006. Epub 2020 Feb 14. J Am Coll Radiol. 2020. PMID: 32068005

4

β-amyloid and tau drive early Alzheimer's disease decline while glucose hypometabolism drives late decline.

Hammond TC, Xing X, Wang C, Ma D, Nho K, Crane PK, Elahi F, Ziegler DA, Liang G, Cheng Q, Yanckello LM, Jacobs N, Lin AL. Hammond TC, et al. Among authors: liang g. Commun Biol. 2020 Jul 6;3(1):352. doi: 10.1038/s42003-020-1079-x. Commun Biol. 2020. PMID: 32632135 Free PMC article.

5

Weakly-Supervised Self-Training for Breast Cancer Localization.

Liang G, Wang X, Zhang Y, Jacobs N. Liang G, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:1124-1127. doi: 10.1109/EMBC44109.2020.9176617. Annu Int Conf IEEE Eng Med Biol Soc. 2020. PMID: 33018184

6

Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging.

Liang G, Greenwell C, Zhang Y, Xing X, Wang X, Kavuluru R, Jacobs N. Liang G, et al. IEEE J Biomed Health Inform. 2022 Apr;26(4):1640-1649. doi: 10.1109/JBHI.2021.3110805. Epub 2022 Apr 14. IEEE J Biomed Health Inform. 2022. PMID: 34495856 Free PMC article.

7

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: liang g. 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

8

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. 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.

9

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. Among authors: liang g. Front Neuroinform. 2022 May 5;16:859973. doi: 10.3389/fninf.2022.859973. eCollection 2022. Front Neuroinform. 2022. PMID: 35600503 Free PMC article.

10

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. Among authors: liang g. Front Neurosci. 2022 May 25;16:832276. doi: 10.3389/fnins.2022.832276. eCollection 2022. Front Neurosci. 2022. PMID: 35692429 Free PMC article.

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