Hui Shen

25 papers Journal 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving Generalizability of Hip Fracture Risk Prediction via Domain Adaptation Across Multiple Cohorts.
CoRR
Shuo Sun, Meiling Zhou, Chen Zhao, Joyce H. Keyak, Nancy E. Lane, Jeffrey D. Deng, Kuan-Jui Su, Hui Shen, Hong-Wen Deng, Kui Zhang, Weihua Zhou
2025 J jnl
An Advanced Two-Stage Model with High Sensitivity and Generalizability for Prediction of Hip Fracture Risk Using Multiple Datasets.
CoRR
Shuo Sun, Meiling Zhou, Chen Zhao, Joyce H. Keyak, Nancy E. Lane, Jeffrey D. Deng, Kuan-Jui Su, Hui Shen, Hong-Wen Deng, Kui Zhang, Weihua Zhou
2025 J jnl
ICGM-FRAX: Iterative Cross Graph Matching for Hip Fracture Risk Assessment using Dual-energy X-ray Absorptiometry Images.
CoRR
Chen Zhao, Anjum Shaik, Joyce H. Keyak, Nancy E. Lane, Jeffrey D. Deng, Kuan-Jui Su, Qiuying Sha, Hui Shen, Hong-Wen Deng, Weihua Zhou
2025 J jnl
PF-DAformer: Proximal Femur Segmentation via Domain Adaptive Transformer for Dual-Center QCT.
CoRR
Rochak Dhakal, Chen Zhao, Zixin Shi, Joyce H. Keyak, Tadashi S. Kaneko, Kuan-Jui Su, Hui Shen, Hong-Wen Deng, Weihua Zhou
2024 J jnl
A Staged Approach using Machine Learning and Uncertainty Quantification to Predict the Risk of Hip Fracture.
CoRR
Anjum Shaik, Kristoffer Larsen, Nancy E. Lane, Chen Zhao, Kuan-Jui Su, Joyce H. Keyak, Qing Tian, Qiuying Sha, Hui Shen, Hong-Wen Deng, Weihua Zhou
2024 J jnl
CLCLSA: Cross-omics linked embedding with contrastive learning and self attention for integration with incomplete multi-omics data.
Comput. Biol. Medicine
Chen Zhao, Anqi Liu, Xiao Zhang, Xuewei Cao, Zhengming Ding, Qiuying Sha, Hui Shen, Hong-Wen Deng, Weihua Zhou
2024 J jnl
Developing and comparing deep learning and machine learning algorithms for osteoporosis risk prediction.
Frontiers Artif. Intell.
Chuan Qiu, Kuanjui Su, Zhe Luo, Qing Tian, Lanjuan Zhao, Li Wu, Hong-Wen Deng, Hui Shen
2024 J jnl
Multi-scale variational autoencoder for imputation of missing values in untargeted metabolomics using whole-genome sequencing data.
Comput. Biol. Medicine
Chen Zhao, Kuan-Jui Su, Chong Wu, Xuewei Cao, Qiuying Sha, Wu Li, Zhe Luo, Qing Tian, Chuan Qiu, Lan Juan Zhao, Anqi Liu, Lindong Jiang, Xiao Zhang, Hui Shen, Weihua Zhou, Hong-Wen Deng
2024 J jnl
SGUQ: Staged Graph Convolution Neural Network for Alzheimer's Disease Diagnosis using Multi-Omics Data.
CoRR
Liang Tao, Yixin Xie, Jeffrey D. Deng, Hui Shen, Hong-Wen Deng, Weihua Zhou, Chen Zhao
2023 J jnl
CLCLSA: Cross-omics Linked embedding with Contrastive Learning and Self Attention for multi-omics integration with incomplete multi-omics data.
CoRR
Chen Zhao, Anqi Liu, Xiao Zhang, Xuewei Cao, Zhengming Ding, Qiuying Sha, Hui Shen, Hong-Wen Deng, Weihua Zhou
2023 J jnl
ImageNomer: developing an fMRI and omics visualization tool to detect racial bias in functional connectivity.
CoRR
Anton Orlichenko, Grant Daly, Anqi Liu, Hui Shen, Hong-Wen Deng, Yu-Ping Wang
2023 J jnl
Multi-View Variational Autoencoder for Missing Value Imputation in Untargeted Metabolomics.
CoRR
Chen Zhao, Kuan-Jui Su, Chong Wu, Xuewei Cao, Qiuying Sha, Wu Li, Zhe Luo, Tian Qin, Chuan Qiu, Lan Juan Zhao, Anqi Liu, Lindong Jiang, Xiao Zhang, Hui Shen, Weihua Zhou, Hong-Wen Deng
2023 J jnl
ST-V-Net: incorporating shape prior into convolutional neural networks for proximal femur segmentation.
Complex Intell. Syst.
Chen Zhao, Joyce H. Keyak, Jinshan Tang, Tadashi S. Kaneko, Sundeep Khosla, Shreyasee Amin, Elizabeth J. Atkinson, Lan-Juan Zhao, Michael J. Serou, Chaoyang Zhang, Hui Shen, Hong-Wen Deng, Weihua Zhou
2022 J jnl
A robust kernel machine regression towards biomarker selection in multi-omics datasets of osteoporosis for drug discovery.
CoRR
Md. Ashad Alam, Hui Shen, Hong-Wen Deng
2022 J jnl
An autoencoder-based deep learning method for genotype imputation.
Frontiers Artif. Intell.
Meng Song, Jonathan Greenbaum, Joseph Luttrell IV, Weihua Zhou, Chong Wu, Zhe Luo, Chuan Qiu, Lan Juan Zhao, Kuan-Jui Su, Qing Tian, Hui Shen, Huixiao Hong, Ping Gong, Xinghua Shi, Hong-Wen Deng, Chaoyang Zhang
2022 J jnl
Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength.
CoRR
Chen Zhao, Joyce H. Keyak, Xuewei Cao, Qiuying Sha, Li Wu, Zhe Luo, Lanjuan Zhao, Qing Tian, Chuan Qiu, Ray Su, Hui Shen, Hong-Wen Deng, Weihua Zhou
2021 J jnl
A generalized kernel machine approach to identify higher-order composite effects in multi-view datasets, with application to adolescent brain development and osteoporosis.
J. Biomed. Informatics
Md. Ashad Alam, Chuan Qiu, Hui Shen, Yu-Ping Wang, Hong-Wen Deng
2020 J jnl
A Deep Learning-Based Method for Automatic Segmentation of Proximal Femur from Quantitative Computed Tomography Images.
CoRR
Chen Zhao, Joyce H. Keyak, Jinshan Tang, Tadashi S. Kaneko, Sundeep Khosla, Shreyasee Amin, Elizabeth J. Atkinson, Lan-Juan Zhao, Michael J. Serou, Chaoyang Zhang, Hui Shen, Hong-Wen Deng, Weihua Zhou
2020 J jnl
A generalized kernel machine approach to identify higher-order composite effects in multi-view datasets.
CoRR
Md. Ashad Alam, Chuan Qiu, Hui Shen, Yu-Ping Wang, Hong-Wen Deng
2020 J jnl
A novel computational strategy for DNA methylation imputation using mixture regression model (MRM).
BMC Bioinform.
Fangtang Yu, Chao Xu, Hong-Wen Deng, Hui Shen
2019 J jnl
PCA-based GRS analysis enhances the effectiveness for genetic correlation detection.
Briefings Bioinform.
Yan Zhao, Yujie Ning, Feng Zhang, Miao Ding, Yan Wen, Liang Shi, Kunpeng Wang, Mengnan Lu, Jingyan Sun, Menglu Wu, Bolun Cheng, Mei Ma, Lu Zhang, Shiqiang Cheng, Hui Shen, Qing Tian, Xiong Guo, Hong-Wen Deng
2018 J jnl
EPS-LASSO: test for high-dimensional regression under extreme phenotype sampling of continuous traits.
Bioinform.
Chao Xu, Jian Fang, Hui Shen, Yu-Ping Wang, Hong-Wen Deng
2017 J jnl
Tissue-specific pathway association analysis using genome-wide association study summaries.
Bioinform.
Wenyu Wang, Jingcan Hao, Shuyu Zheng, Qianrui Fan, Awen He, Yan Wen, Xiong Guo, Cuiyan Wu, Sen Wang, Tielin Yang, Hui Shen, Xiangding Chen, Qing Tian, Lijun Tan, Hong-Wen Deng, Feng Zhang
2015 J jnl
SWGDT: A sliding window-based genotype dependence testing tool for genome-wide susceptibility gene scan.
J. Biomed. Informatics
Yan Wen, Jingcan Hao, Xiong Guo, Xiao Xiao, Cuiyan Wu, Sen Wang, Tielin Yang, Hui Shen, Xiangding Chen, Lijun Tan, Qing Tian, Hong-Wen Deng, Feng Zhang
2011 J jnl
Comparative studies of
Bioinform.
Yong Lin, Jian Li, Hui Shen, Lei Zhang, Christopher J. Papasian, Hong-Wen Deng