Guanghua Xiao
Orcid: 0000-0001-9387-9883
According to our database1,
Guanghua Xiao
authored at least 34 papers
between 2005 and 2024.
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Bibliography
2024
A critical assessment of using ChatGPT for extracting structured data from clinical notes.
npj Digit. Medicine, 2024
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., 2024
Navigating electronic health record accuracy by examination of sex incongruent conditions.
J. Am. Medical Informatics Assoc., 2024
Large language models enabled multiagent ensemble method for efficient EHR data labeling.
CoRR, 2024
BayeSMART: Bayesian clustering of multi-sample spatially resolved transcriptomics data.
Briefings Bioinform., 2024
SegPath-YOLO: A High-Speed, High-Accuracy Pathology Image Segmentation and Tumor Microenvironment Feature Extraction Tool.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
2023
Unsupervised domain adaptation for nuclei segmentation: Adapting from hematoxylin & eosin stained slides to immunohistochemistry stained slides using a curriculum approach.
Comput. Methods Programs Biomed., November, 2023
Contrastive Learning with Dynamic Weighting and Jigsaw Augmentation for Brain Tumor Classification in MRI.
Neural Process. Lett., 2023
2022
An Adaptive Hierarchical Concatenated Network With A Robust Loss Function For Image Denoising.
J. Grid Comput., 2022
2021
Bioinform., November, 2021
Bioinform., 2021
Briefings Bioinform., 2021
2020
VAMPr: VAriant Mapping and Prediction of antibiotic resistance via explainable features and machine learning.
PLoS Comput. Biol., 2020
CoRR, 2020
Discovering Clinically Meaningful Shape Features for the Analysis of Tumor Pathology Images.
CoRR, 2020
2019
BMC Bioinform., December, 2019
DIGREM: an integrated web-based platform for detecting effective multi-drug combinations.
Bioinform., 2019
A comparative study of rank aggregation methods for partial and top ranked lists in genomic applications.
Briefings Bioinform., 2019
2018
Fused lasso regression for identifying differential correlations in brain connectome graphs.
Stat. Anal. Data Min., 2018
ConvPath: A Software Tool for Lung Adenocarcinoma Digital Pathological Image Analysis Aided by Convolutional Neural Network.
CoRR, 2018
Microvessel prediction in H&E Stained Pathology Images using fully convolutional neural networks.
BMC Bioinform., 2018
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018
2017
BMC Bioinform., 2017
2016
Lung cancer survival prediction from pathological images and genetic data - An integration study.
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.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2015
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
2013
NeuroImage, 2013
Bioinform., 2013
A powerful Bayesian meta-analysis method to integrate multiple gene set enrichment studies.
Bioinform., 2013
2012
2011
White matter cerebral blood flow is inversely correlated with structural and functional connectivity in the human brain.
NeuroImage, 2011
J. Bioinform. Comput. Biol., 2011
2005
Gene Function Prediction by a Combined Analysis of Gene Expression Data and Protein-protein Interaction Data.
J. Bioinform. Comput. Biol., 2005