Guanghua Xiao

According to our database, Guanghua Xiao authored at least 28 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Unsupervised domain adaptation for nuclei segmentation: Adapting from hematoxylin & eosin stained slides to immunohistochemistry stained slides using a curriculum approach.

Shidan Wang, Ruichen Rong, Zifan Gu, Junya Fujimoto, Xiaowei Zhan, Yang Xie, Guanghua Xiao

Comput. Methods Programs Biomed., November, 2023

Contrastive Learning with Dynamic Weighting and Jigsaw Augmentation for Brain Tumor Classification in MRI.

Guanghua Xiao, Huibin Wang, Jie Shen, Zhe Chen, Zhen Zhang, Xiaomin Ge

Neural Process. Lett., 2023

2022

An Adaptive Hierarchical Concatenated Network With A Robust Loss Function For Image Denoising.

Guanghua Xiao, Huibin Wang, Jie Shen, Zhe Chen, Zhen Zhang

J. Grid Comput., 2022

SAFARI: shape analysis for AI-segmented images.

Esteban Fernández, Shengjie Yang, Sy Han Chiou, Chul Moon, Cong Zhang, Bo Yao, Guanghua Xiao, Qiwei Li

BMC Medical Imaging, 2022

2021

Bayesian modeling of spatial molecular profiling data via Gaussian process.

Qiwei Li, Minzhe Zhang, Yang Xie, Guanghua Xiao

Bioinform., November, 2021

Assessing consistency across functional screening datasets in cancer cells.

Ling Cai, Hongyu Liu, John D. Minna, Ralph J. Deberardinis, Guanghua Xiao, Yang Xie

Bioinform., 2021

Spatial molecular profiling: platforms, applications and analysis tools.

Minzhe Zhang, Thomas Sheffield, Xiaowei Zhan, Qiwei Li, Donghan M. Yang, Yunguan Wang, Shidan Wang, Yang Xie, Tao Wang, Guanghua Xiao

Briefings Bioinform., 2021

2020

VAMPr: VAriant Mapping and Prediction of antibiotic resistance via explainable features and machine learning.

Jiwoong Kim, David E. Greenberg, Reed Pifer, Shuang Jiang, Guanghua Xiao, Samuel A. Shelburne, Andrew Y. Koh, Yang Xie, Xiaowei Zhan

PLoS Comput. Biol., 2020

Predicting survival outcomes using topological features of tumor pathology images.

Chul Moon, Qiwei Li, Guanghua Xiao

CoRR, 2020

Discovering Clinically Meaningful Shape Features for the Analysis of Tumor Pathology Images.

Esteban Fernández Morales, Cong Zhang, Guanghua Xiao, Chul Moon, Qiwei Li

CoRR, 2020

2019

GeNeCK: a web server for gene network construction and visualization.

Minzhe Zhang, Qiwei Li, Donghyeon Yu, Bo Yao, Wei Guo, Yang Xie, Guanghua Xiao

BMC Bioinform., December, 2019

DIGREM: an integrated web-based platform for detecting effective multi-drug combinations.

Minzhe Zhang, Sangin Lee, Bo Yao, Guanghua Xiao, Lin Xu, Yang Xie

Bioinform., 2019

A comparative study of rank aggregation methods for partial and top ranked lists in genomic applications.

Xue Li, Xinlei Wang, Guanghua Xiao

Briefings Bioinform., 2019

2018

Fused lasso regression for identifying differential correlations in brain connectome graphs.

Donghyeon Yu, Sang Han Lee, Johan Lim, Guanghua Xiao, Richard Cameron Craddock, Bharat B. Biswal

Stat. Anal. Data Min., 2018

ConvPath: A Software Tool for Lung Adenocarcinoma Digital Pathological Image Analysis Aided by Convolutional Neural Network.

Shidan Wang, Tao Wang, Lin Yang, Faliu Yi, Xin Luo, Yikun Yang, Adi F. Gazdar, Junya Fujimoto, Ignacio I. Wistuba, Bo Yao, ShinYi Lin, Yang Xie, Yousheng Mao, Guanghua Xiao

CoRR, 2018

Microvessel prediction in H&E Stained Pathology Images using fully convolutional neural networks.

Faliu Yi, Lin Yang, Shidan Wang, Lei Guo, Chenglong Huang, Yang Xie, Guanghua Xiao

BMC Bioinform., 2018

Deep integrative analysis for survival prediction.

Chenglong Huang, Albert Zhang, Guanghua Xiao

Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

2017

Enhanced construction of gene regulatory networks using hub gene information.

Donghyeon Yu, Johan Lim, Xinlei Wang, Faming Liang, Guanghua Xiao

BMC Bioinform., 2017

2016

Lung cancer survival prediction from pathological images and genetic data - An integration study.

Xinliang Zhu, Jiawen Yao, Xin Luo, Guanghua Xiao, Yang Xie, Adi F. Gazdar, Junzhou Huang

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Imaging-genetic data mapping for clinical outcome prediction via supervised conditional Gaussian graphical model.

Xinliang Zhu, Jiawen Yao, Guanghua Xiao, Yang Xie, Jaime Rodriguez-Canales, Edwin R. Parra, Carmen Behrens, Ignacio I. Wistuba, Junzhou Huang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015

Computer-Assisted Diagnosis of Lung Cancer Using Quantitative Topology Features.

Jiawen Yao, Dheeraj Ganti, Xin Luo, Guanghua Xiao, Yang Xie, Shirley Yan, Junzhou Huang

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

2013

Alterations in resting functional connectivity due to recent motor task.

Kuang-Chi Tung, Jinsoo Uh, Deng Mao, Feng Xu, Guanghua Xiao, Hanzhang Lu

NeuroImage, 2013

SbacHTS: Spatial background noise correction for High-Throughput RNAi Screening.

Rui Zhong, Min Soo Kim, Michael A. White, Yang Xie, Guanghua Xiao

Bioinform., 2013

A powerful Bayesian meta-analysis method to integrate multiple gene set enrichment studies.

Min Chen, Miao Zang, Xinlei Wang, Guanghua Xiao

Bioinform., 2013

2012

Probe mapping across multiple microarray platforms.

Jeffrey D. Allen, Siling Wang, Min Chen, Luc Girard, John D. Minna, Yang Xie, Guanghua Xiao

Briefings Bioinform., 2012

2011

White matter cerebral blood flow is inversely correlated with structural and functional connectivity in the human brain.

Sina Aslan, Hao Huang, Jinsoo Uh, Virendra Mishra, Guanghua Xiao, Matthias J. P. van Osch, Hanzhang Lu

NeuroImage, 2011

A Novel Approach to DNA Copy Number Data Segmentation.

Siling Wang, Yuhang Wang, Yang Xie, Guanghua Xiao

J. Bioinform. Comput. Biol., 2011

2005

Gene Function Prediction by a Combined Analysis of Gene Expression Data and Protein-protein Interaction Data.

Guanghua Xiao, Wei Pan

J. Bioinform. Comput. Biol., 2005