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Gongbo (Tony) Liang
Gongbo (Tony) Liang
Assistant Professor of Computer Science, Texas A&M University-San Antonio
Verified email at tamusa.edu - Homepage
Title
Cited by
Cited by
Year
Inconsistent Performance of Deep Learning Models on Mammogram Classification
X Wang, G Liang, Y Zhang, H Blanton, Z Bessinger, N Jacobs
Journal of the American College of Radiology 17 (6), 796-803, 2020
1452020
β-amyloid and tau drive early Alzheimer’s disease decline while glucose hypometabolism drives late decline
TC Hammond, X Xing, C Wang, D Ma, K Nho, PK Crane, F Elahi, ...
Communications biology 3 (1), 352, 2020
892020
Improved Trainable Calibration Method for Neural Networks on Medical Imaging Classification
G Liang, Y Zhang, X Wang, N Jacobs
31st British Machine Vision Conference (BMVC), 2020
652020
Dynamic Image for 3D MRI Image Alzheimer’s Disease Classification
X Xing, G Liang, H Blanton, M Rafique, C Wang, AL Lin, N Jacobs
European Conference on Computer Vision, 2020
452020
Joint 2D-3D Breast Cancer Classification
G Liang, X Wang, Y Zhang, X Xing, H Blanton, T Salem, N Jacobs
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019
392019
GANai: Standardizing CT Images using Generative Adversarial Network with Alternative Improvement
G Liang, F Sajjad, J Zhang, MA Brooks, N Jacobs, J Chen
2019 IEEE International Conference on Healthcare Informatics (ICHI), 2019
392019
A deep learning view of the census of galaxy clusters in illustristng
Y Su, Y Zhang, G Liang, JA ZuHone, DJ Barnes, NB Jacobs, M Ntampaka, ...
Monthly Notices of the Royal Astronomical Society 498 (4), 5620-5628, 2020
312020
2D Convolutional Neural Networks for 3D Digital Breast Tomosynthesis Classification
Y Zhang, X Wang, H Blanton, G Liang, X Xing, N Jacobs
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019
302019
Defense-PointNet: Protecting PointNet Against Adversarial Attacks
Y Zhang, G Liang, T Salem, N Jacobs
2019 IEEE International Conference on Big Data (Big Data), 5654-5660, 2019
272019
Advit: Vision transformer on multi-modality pet images for alzheimer disease diagnosis
X Xing, G Liang, Y Zhang, S Khanal, AL Lin, N Jacobs
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-4, 2022
252022
Weakly-Supervised Self-Training Breast Cancer Localization
G Liang, X Wang, Y Zhang, N Jacobs
42nd Annual International Conferences of the IEEE Engineering in Medicine …, 2020
242020
Automatic hand skeletal shape estimation from radiographs
RP Mihail, G Liang, N Jacobs
IEEE transactions on nanobioscience 18 (3), 296-305, 2019
232019
Multi-Modal Data Analysis for Alzheimer’s Disease Diagnosis: An Ensemble Model Using Imagery and Genetic Feature
Q Ying, X Xing, L Liu, AL Lin, N Jacobs, G Liang
202143rd Annual International Conference of the IEEE Engineering in Medicine …, 2021
222021
Alzheimer’s Disease Classification Using 2D Convolutional Neural Networks
G Liang, X Xing, L Liu, Y Zhang, Q Ying, N Lin, Ai-Ling, Jacobs
202143rd Annual International Conference of the IEEE Engineering in Medicine …, 2021
222021
Contrastive cross-modal pre-training: A general strategy for small sample medical imaging
G Liang, C Greenwell, Y Zhang, X Xing, X Wang, R Kavuluru, N Jacobs
IEEE Journal of Biomedical and Health Informatics 26 (4), 1640-1649, 2021
162021
Dynamic Feature Alignment for Semi-supervised Domain Adaptation
Z Yu, G Liang, N Jacobs
32nd British Machine Vision Conference (BMVC), 2021
12*2021
Efficient training on Alzheimer’s disease diagnosis with learnable weighted pooling for 3D PET brain image classification
X Xing, MU Rafique, G Liang, H Blanton, Y Zhang, C Wang, N Jacobs, ...
Electronics 12 (2), 467, 2023
112023
LLRHNet: multiple lesions segmentation using local-long range features
L Liu, Y Wang, J Chang, P Zhang, G Liang, H Zhang
Frontiers in Neuroinformatics 16, 859973, 2022
112022
Estimating cluster masses from SDSS multiband images with transfer learning
SC Lin, Y Su, G Liang, Y Zhang, N Jacobs, Y Zhang
Monthly Notices of the Royal Astronomical Society 512 (3), 3885-3894, 2022
102022
A geometric framework for stop sign detection
Q Li, G Liang, Y Gong
2015 IEEE China Summit and International Conference on Signal and …, 2015
82015
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