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G. Xiao · SciRah

Researcher profile · Semantic Scholar

G. Xiao

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G. Xiao — researcher profile on SciRah

h-index: 65
Works: 229
Citations: 15K

Most-cited papers

Pathology Image Analysis Using Segmentation Deep Learning Algorithms.
Shidan Wang, Dong-Han M. Yang, Ruichen Rong, Xiao-Wei Zhan +1 more
2019American Journal of Pathology345 citations Open access
Semantic Scholar
Artificial Intelligence in Lung Cancer Pathology Image Analysis
Shidan Wang, Dong-Han M. Yang, Ruichen Rong, Xiao-Wei Zhan +6 more
2019Cancers268 citations Open access
Semantic Scholar
Development and Validation of a Nomogram Prognostic Model for SCLC Patients
Shidan Wang, Lin Yang, Ci Bo, M. Maclean +3 more
2018Journal of Thoracic Oncology164 citations Open access
Semantic Scholar
Comprehensive analysis of lung cancer pathology images to discover tumor shape and boundary features that predict survival outcome
Shidan Wang, Alyssa Y Chen, Lin Yang, L. Cai +4 more
2018Scientific Reports149 citations Open access
Semantic Scholar
Increased autophagy blocks HER2-mediated breast tumorigenesis
S. Vega-Rubín-de-Celis, Zhongju Zou, Álvaro F. Fernández, Ci Bo +4 more
2018Proceedings of the National Academy of Sciences of the United States of America120 citations Open access
Semantic Scholar
LCE: an open web portal to explore gene expression and clinical associations in lung cancer
L. Cai, ShinYi Lin, L. Girard, Yun-Yun Zhou +14 more
2018Oncogene111 citations Open access
Semantic Scholar
eIF5B drives integrated stress response-dependent translation of PD-L1 in lung cancer
Shruthy Suresh, Beibei Chen, Jingfei Zhu, Ryan J. Golden +21 more
2020Nature Cancer110 citations Open access
Semantic Scholar
Tumor-suppressor function of Beclin 1 in breast cancer cells requires E-cadherin
Tobias Wijshake, Zhongju Zou, Bei-Bei Chen, Lin Zhong +5 more
2021Proceedings of the National Academy of Sciences of the United States of America102 citations Open access
Semantic Scholar
ConvPath: A software tool for lung adenocarcinoma digital pathological image analysis aided by a convolutional neural network
Shidan Wang, Tao Wang, L. Yang, Dong-Han M. Yang +14 more
2019EBioMedicine101 citations Open access
Semantic Scholar
Sorting Nexin 5 Mediates Virus-Induced Autophagy and Immunity
Xiao-Nan Dong, Yuting Yang, Zhongju Zou, Yu-Ting Zhao +22 more
2020Nature92 citations Open access
Semantic Scholar
Computational staining of pathology images to study tumor microenvironment in lung cancer
Shidan Wang, Ruichen Rong, Dong-Han M. Yang, L. Cai +10 more
2019bioRxiv87 citations Open access
Semantic Scholar
Sprod for de-noising spatially resolved transcriptomics data based on position and image information
Yunguan Wang, B. Song, Shidan Wang, Ming-Yi Chen +4 more
2022Nature Methods83 citations Open access
Semantic Scholar
“Mice With Increased Numbers of Polyploid Hepatocytes Maintain Regenerative Capacity But Develop Fewer Hepatocellular Carcinomas Following Chronic Liver Injury”
Yu-Hsuan Lin, Shu-Yuan Zhang, Min Zhu, Tian-Shi Lu +13 more
2020Gastroenterology80 citations Open access
Semantic Scholar
Cell-autonomous immune gene expression is repressed in pulmonary neuroendocrine cells and small cell lung cancer
L. Cai, Hong-Yu Liu, Fang Huang, J. Fujimoto +26 more
2021Communications Biology73 citations Open access
Semantic Scholar
Tlr9 and Beclin 1 Cross-Talk Regulates Muscle AMPK Activation in Exercise
Yang Liu, P. Nguyễn, Xun Wang, Yu-Ting Zhao +13 more
2020Nature71 citations Open access
Semantic Scholar
A deep learning-based model for screening and staging pneumoconiosis
Liu-Zhuo Zhang, Ruichen Rong, Qi-Wei Li, Dong-Han M. Yang +13 more
2021Scientific Reports70 citations Open access
Semantic Scholar
Mapping Cellular Interactions from Spatially Resolved Transcriptomics Data
James Zhu, Yunguan Wang, W. Chang, A. Malewska +21 more
2023bioRxiv69 citations Open access
Semantic Scholar
VAMPr: VAriant Mapping and Prediction of antibiotic resistance via explainable features and machine learning
Jiwoong Kim, D. Greenberg, R. Pifer, Shuang Jiang +5 more
2019bioRxiv69 citations Open access
Semantic Scholar
Bayesian modeling of spatial molecular profiling data via Gaussian process
Qi-Wei Li, Min-Zhe Zhang, Yang Xie, G. Xiao
2020Bioinform.66 citations Open access
Semantic Scholar
STING controls energy stress-induced autophagy and energy metabolism via STX17
Yueguang Rong, Shenmin Zhang, N. Nandi, Zhe Wu +15 more
2022Journal of Cell Biology65 citations Open access
Semantic Scholar
Microvessel prediction in H&E Stained Pathology Images using fully convolutional neural networks
Faliu Yi, L. Yang, Shidan Wang, Lei Guo +3 more
2018BMC Bioinformatics59 citations Open access
Semantic Scholar
Interaction between the autophagy protein Beclin 1 and Na+,K+-ATPase during starvation, exercise, and ischemia.
Álvaro F. Fernández, Yang Liu, V. Ginet, Mingjun Shi +12 more
2020JCI Insight51 citations Open access
Semantic Scholar
Histone lysine demethylase KDM4B regulates the alternative splicing of the androgen receptor in response to androgen deprivation
Ling-Ling Duan, Zhen-Hua Chen, Jun Lu, Yanping Liang +22 more
2019Nucleic Acids Research48 citations Open access
Semantic Scholar
MB-GAN: Microbiome Simulation via Generative Adversarial Network
Ruichen Rong, Shuang Jiang, Lin Xu, G. Xiao +4 more
2019bioRxiv43 citations Open access
Semantic Scholar
Deep Learning of Cell Spatial Organizations Identifies Clinically Relevant Insights in Tissue Images
Shidan Wang, Ruichen Rong, Dong-Han M. Yang, Xinyi Zhang +9 more
2023Research Square41 citations Open access
Semantic Scholar
Dysfunctional adaptive immune response in adolescents and young adults with suicide behavior.
M. Jha, Ling Cai, A. Minhajuddin, Cherise Chin Fatt +10 more
2019Psychoneuroendocrinology40 citations
Semantic Scholar
A Bayesian zero-inflated negative binomial regression model for the integrative analysis of microbiome data.
Shuang Jiang, G. Xiao, A. Koh, Jiwoong Kim +2 more
2018Biostatistics40 citations Open access
Semantic Scholar
Spatial molecular profiling: platforms, applications and analysis tools
Min-Zhe Zhang, Tommy Sheffield, Xiao-Wei Zhan, Qi-Wei Li +6 more
2020Briefings Bioinform.38 citations Open access
Semantic Scholar
Genetic and Epigenetic Features of Rapidly Progressing IDH-Mutant Astrocytomas
T. Richardson, A. Sathe, M. Kanchwala, Gao-Xiang Jia +5 more
2018Journal of Neuropathology and Experimental Neurology37 citations Open access
Semantic Scholar
Deep learning in digital pathology for personalized treatment plans of cancer patients.
Zhuoyu Wen, Shidan Wang, Dong-Han M. Yang, Yang Xie +3 more
2023Seminars in diagnostic pathology36 citations Open access
Semantic Scholar
GeNeCK: a web server for gene network construction and visualization
Min-Zhe Zhang, Qi-Wei Li, Donghyeon Yu, Bo Yao +3 more
2019BMC Bioinformatics35 citations Open access
Semantic Scholar
Deep learning‐based pathology image analysis predicts cancer progression risk in patients with oral leukoplakia
Xinyi Zhang, F. Gleber-Netto, Shidan Wang, Roberta Rayra Martins-Chaves +16 more
2023Cancer Medicine32 citations Open access
Semantic Scholar
HARMONIES: A Hybrid Approach for Microbiome Networks Inference via Exploiting Sparsity
Shuang Jiang, G. Xiao, A. Koh, Ying-Fei Chen +3 more
2020bioRxiv29 citations Open access
Semantic Scholar
Deep learning of rhabdomyosarcoma pathology images for classification and survival outcome prediction.
Xinyi Zhang, Shidan Wang, E. Rudzinski, Saloni Agarwal +8 more
2022American Journal of Pathology28 citations Open access
Semantic Scholar
A Bayesian hidden Potts mixture model for analyzing lung cancer pathology images.
Qi-Wei Li, Xinlei Wang, Fa-Ming Liang, Faliu Yi +3 more
2019Biostatistics24 citations Open access
Semantic Scholar
Enhanced Pathology Image Quality with Restore-GAN.
Ruichen Rong, Shidan Wang, Xinyi Zhang, Zhuoyu Wen +6 more
2023American Journal of Pathology22 citations
Semantic Scholar
A Bayesian modified Ising model for identifying spatially variable genes from spatial transcriptomics data
Xi Jiang, G. Xiao, Qi-Wei Li
2021Statistics in Medicine22 citations Open access
Semantic Scholar
Using persistent homology topological features to characterize medical images: Case studies on lung and brain cancers
Chul Moon, Qi-Wei Li, G. Xiao
2020Annals of Applied Statistics21 citations Open access
Semantic Scholar
Large-Scale Profiling of RBP-circRNA Interactions from Public CLIP-Seq Datasets
Min-Zhe Zhang, Tao Wang, G. Xiao, Yang Xie
2019Genes21 citations Open access
Semantic Scholar
Type and Case Volume of Health Care Facility Influences Survival and Surgery Selection in Cases With Early-Stage Non-Small Cell Lung Cancer
Shidan Wang, S. Lai, M. V. von Itzstein, Lin Yang +6 more
2019Cancer21 citations Open access
Semantic Scholar
Evaluating short-term forecasting of COVID-19 cases among different epidemiological models under a Bayesian framework
Qi-Wei Li, Tejasv Bedi, Christoph U. Lehmann, G. Xiao +1 more
2021GigaScience19 citations Open access
Semantic Scholar
Validation of the 12-gene predictive signature for Adjuvant Chemotherapy Response in Lung Cancer
Yang Xie, Wei Lu, Shidan Wang, Xi-Ming Tang +13 more
2018Clinical Cancer Research19 citations Open access
Semantic Scholar
A Pan-Cancer Assessment of RB1/TP53 Co-Mutations
L. Cai, R. DeBerardinis, G. Xiao, J. Minna +1 more
2022Cancers17 citations Open access
Semantic Scholar
Development and Validation of a Nomogram Prognostic Model for Patients With Advanced Non-Small-Cell Lung Cancer
Tao Wang, Rong Lu, S. Lai, J. Schiller +9 more
2019Cancer Informatics17 citations Open access
Semantic Scholar
Features of tumor-microenvironment images predict targeted therapy survival benefit in patients with EGFR-mutant lung cancer
Shidan Wang, Ruichen Rong, Dong-Han M. Yang, J. Fujimoto +16 more
2023Journal of Clinical Investigation15 citations Open access
Semantic Scholar
Systematic Analysis of Gene Expression in Lung Adenocarcinoma and Squamous Cell Carcinoma with a Case Study of FAM83A and FAM83B
L. Cai, Danni Luo, Bo Yao, Dong-Han M. Yang +6 more
2019Cancers15 citations Open access
Semantic Scholar
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 +3 more
2023Comput. Methods Programs Biomed.13 citations
Semantic Scholar
A BAYESIAN MARK INTERACTION MODEL FOR ANALYSIS OF TUMOR PATHOLOGY IMAGES
Qi-Wei Li, Xinlei Wang, Fa-Ming Liang, G. Xiao
2018Annals of Applied Statistics13 citations Open access
Semantic Scholar
Bayesian multiple instance regression for modeling immunogenic neoantigens
Seongoh Park, Xinlei Wang, Johan Lim, G. Xiao +2 more
2020Statistical Methods in Medical Research11 citations Open access
Semantic Scholar
Deep integrative analysis for survival prediction
Cheng-Long Huang, Albert Zhang, G. Xiao
2018Pacific Symposium on Biocomputing11 citations Open access
Semantic Scholar

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Yang Xie×20
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Shidan Wang×19
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Xiao-Wei Zhan×13
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Dong-Han M. Yang×12
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Yang Xie — researcher profile on SciRah

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