Weighted Gene Co-Expression Network Analysis Combined with Machine Learning to Identify Prognostic Biomarkers for Cervical Squamous Cell Carcinoma

Y. Li; M. Lan; X. Peng; Z. Zhang; J. Lang

doi:10.1016/j.ijrobp.2019.06.080

Weighted Gene Co-Expression Network Analysis Combined with Machine Learning to Identify Prognostic Biomarkers for Cervical Squamous Cell Carcinoma

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2019.06.080 ◽

2019 ◽

Vol 105 (1) ◽

pp. S116

Author(s):

Y. Li ◽

M. Lan ◽

X. Peng ◽

Z. Zhang ◽

J. Lang

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Network Analysis ◽

Cell Carcinoma ◽

Squamous Cell ◽

Cervical Squamous Cell Carcinoma ◽

Prognostic Biomarkers

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Prognostic biomarkers of cervical squamous cell carcinoma identified via plasma metabolomics

Medicine ◽

10.1097/md.0000000000016192 ◽

2019 ◽

Vol 98 (26) ◽

pp. e16192 ◽

Cited By ~ 1

Author(s):

Huihui Zhou ◽

Qi Li ◽

Tong Wang ◽

Hong Liang ◽

Yanan Wang ◽

...

Keyword(s):

Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Cervical Squamous Cell Carcinoma ◽

Prognostic Biomarkers

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Rapid identification of cervical adenocarcinoma and cervical squamous cell carcinoma tissue based on Raman spectroscopy combined with multiple machine learning algorithms

Photodiagnosis and Photodynamic Therapy ◽

10.1016/j.pdpdt.2020.102104 ◽

2021 ◽

Vol 33 ◽

pp. 102104

Author(s):

Huiting Zhang ◽

Chen Cheng ◽

Rui Gao ◽

Ziwei Yan ◽

Zhimin Zhu ◽

...

Keyword(s):

Machine Learning ◽

Raman Spectroscopy ◽

Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Cervical Squamous Cell Carcinoma ◽

Rapid Identification ◽

Machine Learning Algorithms ◽

Carcinoma Tissue

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A prognostic nomogram integrating novel biomarkers identified by machine learning for cervical squamous cell carcinoma

Journal of Translational Medicine ◽

10.1186/s12967-020-02387-9 ◽

2020 ◽

Vol 18 (1) ◽

Author(s):

Yimin Li ◽

Shun Lu ◽

Mei Lan ◽

Xinhao Peng ◽

Zijian Zhang ◽

...

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Cervical Squamous Cell Carcinoma ◽

Novel Biomarkers

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Construction and Analysis of lncRNA-Mediated ceRNA Network in Cervical Squamous Cell Carcinoma by Weighted Gene Co-Expression Network Analysis

Medical Science Monitor ◽

10.12659/msm.913471 ◽

2019 ◽

Vol 25 ◽

pp. 2609-2622 ◽

Cited By ~ 1

Author(s):

Weihao Chen ◽

Xudong Chen ◽

Yurong Wang ◽

Tianhao Liu ◽

Yudan Liang ◽

...

Keyword(s):

Squamous Cell Carcinoma ◽

Network Analysis ◽

Cell Carcinoma ◽

Squamous Cell ◽

Cervical Squamous Cell Carcinoma ◽

Cerna Network

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Screening key lncRNAs with diagnostic and prognostic value for head and neck squamous cell carcinoma based on machine learning and mRNA-lncRNA co-expression network analysis

Cancer Biomarkers ◽

10.3233/cbm-190694 ◽

2020 ◽

Vol 27 (2) ◽

pp. 195-206 ◽

Cited By ~ 4

Author(s):

Ying Hu ◽

Geyang Guo ◽

Junjun Li ◽

Jie Chen ◽

Pingqing Tan

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Network Analysis ◽

Cell Carcinoma ◽

Head And Neck ◽

Squamous Cell ◽

Prognostic Value ◽

Neck Squamous Cell Carcinoma ◽

Diagnostic And Prognostic Value

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Integrative genomic and network analysis identified novel genes associated with the development of advanced cervical squamous cell carcinoma

Biochimica et Biophysica Acta (BBA) - General Subjects ◽

10.1016/j.bbagen.2016.09.014 ◽

2017 ◽

Vol 1861 (1) ◽

pp. 2899-2911 ◽

Cited By ~ 6

Author(s):

Anirban Roychowdhury ◽

Sudip Samadder ◽

Pijush Das ◽

Sapan Mandloi ◽

Sankar Addya ◽

...

Keyword(s):

Squamous Cell Carcinoma ◽

Network Analysis ◽

Cell Carcinoma ◽

Squamous Cell ◽

Cervical Squamous Cell Carcinoma ◽

Novel Genes

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Increased carcinoembryonic antigen expression in cervical intraepithelial neoplasia grade 3 and in cervical squamous cell carcinoma

Human Pathology ◽

10.1053/hupa.2000.19443 ◽

2000 ◽

Vol 31 (11) ◽

pp. 1357-1362

Author(s):

Aron Tendler ◽

Howard L. Kaufman ◽

Anna S. Kadish

Keyword(s):

Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Carcinoembryonic Antigen ◽

Cervical Intraepithelial Neoplasia ◽

Squamous Cell ◽

Intraepithelial Neoplasia ◽

Antigen Expression ◽

Cervical Squamous Cell Carcinoma ◽

Cervical Intraepithelial Neoplasia Grade ◽

Grade 3

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Detection of DKK-1 Gene Methylation in Exfoliated Cells of Cervical Squamous Cell Carcinoma and its Relationship with High Risk HPV Infection

10.36879/aog.20.000114 ◽

2020 ◽

Vol 1 (3) ◽

Keyword(s):

Squamous Cell Carcinoma ◽

High Risk ◽

Cell Carcinoma ◽

Squamous Cell ◽

Cervical Squamous Cell Carcinoma ◽

Hpv Infection ◽

Gene Methylation ◽

Exfoliated Cells ◽

High Risk Hpv

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Immunohistochemical staining of podoplanin is helpful in determining the microinvasion of cervical squamous cell carcinoma

Annals of Diagnostic Pathology ◽

10.1016/j.anndiagpath.2020.151493 ◽

2020 ◽

Vol 46 ◽

pp. 151493

Author(s):

Xiaowen Qiao ◽

Yuhong Sun ◽

Ying Zou ◽

Jiaxiang Lin ◽

Wei Xu ◽

...

Keyword(s):

Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Immunohistochemical Staining ◽

Cervical Squamous Cell Carcinoma

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Screening of genes related to survival prognosis of cervical squamous cell carcinoma and construction of prognosis prediction model

Journal of Obstetrics and Gynaecology Research ◽

10.1111/jog.14827 ◽

2021 ◽

Author(s):

Rui Qin ◽

Lu Cao ◽

Cong Ye ◽

Junrong Wang ◽

Ziqian Sun

Keyword(s):

Squamous Cell Carcinoma ◽

Prediction Model ◽

Cell Carcinoma ◽

Squamous Cell ◽

Cervical Squamous Cell Carcinoma ◽

Survival Prognosis ◽

Prognosis Prediction ◽

Prognosis Prediction Model

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