Guanghua Xiao

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 22

Top Topics

Convolutional Neural Network

Top Venues

Briefings Bioinform.

Publications

Qingmin Hou, Guanghua Xiao, Fangmin Xu, Hassan Nasser Eddine
Research on the hydraulic parameters and leak rate of natural gas flow in natural gas pipelines based on the methods of characteristic line and successive approximation. J. Comput. Methods Sci. Eng. 24 (3) (2024)
Jingwei Huang, Donghan M. Yang, Ruichen Rong, Kuroush Nezafati, Colin Treager, Zhikai Chi, Shidan Wang, Xian Cheng, Yujia Guo, Laura J. Klesse, Guanghua Xiao, Eric D. Peterson, Xiaowei Zhan, Yang Xie
A critical assessment of using ChatGPT for extracting structured data from clinical notes. npj Digit. Medicine 7 (1) (2024)
Guanghua Xiao, Huibin Wang, Jie Shen, Zhe Chen, Zhen Zhang, Xiaomin Ge
Contrastive Learning with Dynamic Weighting and Jigsaw Augmentation for Brain Tumor Classification in MRI. Neural Process. Lett. 55 (4) (2023)
Shidan Wang, Ruichen Rong, Zifan Gu, Junya Fujimoto, Xiaowei Zhan, Yang Xie, Guanghua Xiao
Unsupervised domain adaptation for nuclei segmentation: Adapting from hematoxylin & eosin stained slides to immunohistochemistry stained slides using a curriculum approach. Comput. Methods Programs Biomed. 241 (2023)
Esteban Fernández, Shengjie Yang, Sy Han Chiou, Chul Moon, Cong Zhang, Bo Yao, Guanghua Xiao, Qiwei Li
SAFARI: shape analysis for AI-segmented images. BMC Medical Imaging 22 (1) (2022)
Guanghua Xiao, Huibin Wang, Jie Shen, Zhe Chen, Zhen Zhang
An Adaptive Hierarchical Concatenated Network With A Robust Loss Function For Image Denoising. J. Grid Comput. 20 (1) (2022)
Minzhe Zhang, Thomas Sheffield, Xiaowei Zhan, Qiwei Li, Donghan M. Yang, Yunguan Wang, Shidan Wang, Yang Xie, Tao Wang, Guanghua Xiao
Spatial molecular profiling: platforms, applications and analysis tools. Briefings Bioinform. 22 (3) (2021)
Ling Cai, Hongyu Liu, John D. Minna, Ralph J. Deberardinis, Guanghua Xiao, Yang Xie
Assessing consistency across functional screening datasets in cancer cells. Bioinform. 37 (23) (2021)
Qiwei Li, Minzhe Zhang, Yang Xie, Guanghua Xiao
Bayesian modeling of spatial molecular profiling data via Gaussian process. Bioinform. 37 (22) (2021)
Jiwoong Kim, David E. Greenberg, Reed Pifer, Shuang Jiang, Guanghua Xiao, Samuel A. Shelburne, Andrew Y. Koh, Yang Xie, Xiaowei Zhan
VAMPr: VAriant Mapping and Prediction of antibiotic resistance via explainable features and machine learning. PLoS Comput. Biol. 16 (1) (2020)
Esteban Fernández Morales, Cong Zhang, Guanghua Xiao, Chul Moon, Qiwei Li
Discovering Clinically Meaningful Shape Features for the Analysis of Tumor Pathology Images. CoRR (2020)
Chul Moon, Qiwei Li, Guanghua Xiao
Predicting survival outcomes using topological features of tumor pathology images. CoRR (2020)
Minzhe Zhang, Qiwei Li, Donghyeon Yu, Bo Yao, Wei Guo, Yang Xie, Guanghua Xiao
GeNeCK: a web server for gene network construction and visualization. BMC Bioinform. 20 (1) (2019)
Xue Li, Xinlei Wang, Guanghua Xiao
A comparative study of rank aggregation methods for partial and top ranked lists in genomic applications. Briefings Bioinform. 20 (1) (2019)
Minzhe Zhang, Sangin Lee, Bo Yao, Guanghua Xiao, Lin Xu, Yang Xie
DIGREM: an integrated web-based platform for detecting effective multi-drug combinations. Bioinform. 35 (10) (2019)
Donghyeon Yu, Sang Han Lee, Johan Lim, Guanghua Xiao, Richard Cameron Craddock, Bharat B. Biswal
Fused lasso regression for identifying differential correlations in brain connectome graphs. Stat. Anal. Data Min. 11 (5) (2018)
Chenglong Huang, Albert Zhang, Guanghua Xiao
Deep integrative analysis for survival prediction. PSB (2018)
Shidan Wang, Tao Wang, Lin Yang, Faliu Yi, Xin Luo, Yikun Yang, Adi Gazdar, Junya Fujimoto, Ignacio I. Wistuba, Bo Yao, ShinYi Lin, Yang Xie, Yousheng Mao, Guanghua Xiao
ConvPath: A Software Tool for Lung Adenocarcinoma Digital Pathological Image Analysis Aided by Convolutional Neural Network. CoRR (2018)
Faliu Yi, Lin Yang, Shidan Wang, Lei Guo, Chenglong Huang, Yang Xie, Guanghua Xiao
Microvessel prediction in H&E Stained Pathology Images using fully convolutional neural networks. BMC Bioinform. 19 (1) (2018)
Donghyeon Yu, Johan Lim, Xinlei Wang, Faming Liang, Guanghua Xiao
Enhanced construction of gene regulatory networks using hub gene information. BMC Bioinform. 18 (1) (2017)
Xinliang Zhu, Jiawen Yao, Xin Luo, Guanghua Xiao, Yang Xie, Adi Gazdar, Junzhou Huang
Lung cancer survival prediction from pathological images and genetic data - An integration study. ISBI (2016)
Xinliang Zhu, Jiawen Yao, Guanghua Xiao, Yang Xie, Jaime Rodriguez-Canales, Edwin R. Parra, Carmen Behrens, Ignacio I. Wistuba, Junzhou Huang
Imaging-genetic data mapping for clinical outcome prediction via supervised conditional Gaussian graphical model. BIBM (2016)
Jiawen Yao, Dheeraj Ganti, Xin Luo, Guanghua Xiao, Yang Xie, Shirley Yan, Junzhou Huang
Computer-Assisted Diagnosis of Lung Cancer Using Quantitative Topology Features. MLMI (2015)
Min Chen, Miao Zang, Xinlei Wang, Guanghua Xiao
A powerful Bayesian meta-analysis method to integrate multiple gene set enrichment studies. Bioinform. 29 (7) (2013)
Rui Zhong, Min Soo Kim, Michael A. White, Yang Xie, Guanghua Xiao
SbacHTS: Spatial background noise correction for High-Throughput RNAi Screening. Bioinform. 29 (17) (2013)
Kuang-Chi Tung, Jinsoo Uh, Deng Mao, Feng Xu, Guanghua Xiao, Hanzhang Lu
Alterations in resting functional connectivity due to recent motor task. NeuroImage 78 (2013)
Jeffrey D. Allen, Siling Wang, Min Chen, Luc Girard, John D. Minna, Yang Xie, Guanghua Xiao
Probe mapping across multiple microarray platforms. Briefings Bioinform. 13 (5) (2012)
Sina Aslan, Hao Huang, Jinsoo Uh, Virendra Mishra, Guanghua Xiao, Matthias J. P. van Osch, Hanzhang Lu
White matter cerebral blood flow is inversely correlated with structural and functional connectivity in the human brain. NeuroImage 56 (3) (2011)
Siling Wang, Yuhang Wang, Yang Xie, Guanghua Xiao
A Novel Approach to DNA Copy Number Data Segmentation. J. Bioinform. Comput. Biol. 9 (1) (2011)
Guanghua Xiao, Wei Pan
Gene Function Prediction by a Combined Analysis of Gene Expression Data and Protein-protein Interaction Data. J. Bioinform. Comput. Biol. 3 (6) (2005)