Machine Learning Classifiers for Endometriosis Using Transcriptomics and Methylomics Data
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Title
Machine Learning Classifiers for Endometriosis Using Transcriptomics and Methylomics Data
Authors
Keywords
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Journal
Frontiers in Genetics
Volume 10, Issue -, Pages -
Publisher
Frontiers Media SA
Online
2019-09-04
DOI
10.3389/fgene.2019.00766
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Note: Only part of the references are listed.- Clinical diagnosis of endometriosis: a call to action
- (2019) Sanjay K. Agarwal et al. AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY
- The Role ofNotch3in Cancer
- (2018) Zviadi Aburjania et al. ONCOLOGIST
- Biological classification with RNA-Seq data: Can alternatively spliced transcript expression enhance machine learning classifier?
- (2018) Nathan T Johnson et al. RNA
- Expression of Notch receptors and their ligands in pancreatic ductal adenocarcinoma
- (2018) Hai‑Yan Song et al. Experimental and Therapeutic Medicine
- Genetic overlap between endometriosis and endometrial cancer: evidence from cross-disease genetic correlation and GWAS meta-analyses
- (2018) Jodie N. Painter et al. Cancer Medicine
- Evodiamine, a Novel NOTCH3 Methylation Stimulator, Significantly Suppresses Lung Carcinogenesis in Vitro and in Vivo
- (2018) Tao Su et al. Frontiers in Pharmacology
- Genetic regulation of disease risk and endometrial gene expression highlights potential target genes for endometriosis and polycystic ovarian syndrome
- (2018) Jenny N. Fung et al. Scientific Reports
- Dysregulation of the ADAM17/Notch signalling pathways in endometriosis: from oxidative stress to fibrosis
- (2017) Iñaki González-Foruria et al. MOLECULAR HUMAN REPRODUCTION
- Cancer-Associated Mutations in Endometriosis without Cancer
- (2017) Michael S. Anglesio et al. NEW ENGLAND JOURNAL OF MEDICINE
- Overexpressed PTOV1 associates with tumorigenesis and progression of esophageal squamous cell carcinoma
- (2017) Rong Li et al. TUMOR BIOLOGY
- Machine Learning-Assisted Network Inference Approach to Identify a New Class of Genes that Coordinate the Functionality of Cancer Networks
- (2017) Mehrab Ghanat Bari et al. Scientific Reports
- Putative Membrane-Bound Transporters MFSD14A and MFSD14B Are Neuronal and Affected by Nutrient Availability
- (2017) Emilia Lekholm et al. Frontiers in Molecular Neuroscience
- Identification of endometrial cancer methylation features using combined methylation analysis methods
- (2017) Michael P. Trimarchi et al. PLoS One
- Comparison of normalization and differential expression analyses using RNA-Seq data from 726 individual Drosophila melanogaster
- (2016) Yanzhu Lin et al. BMC GENOMICS
- miR-589-5p inhibits MAP3K8 and suppresses CD90+ cancer stem cells in hepatocellular carcinoma
- (2016) Xi Zhang et al. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH
- A childhood acute lymphoblastic leukemia genome-wide association study identifies novel sex-specific risk variants
- (2016) Sandeep K. Singh et al. MEDICINE
- TNIP2 is a Hub Protein in the NF-κB Network with Both Protein and RNA Mediated Interactions
- (2016) Charles A. S. Banks et al. MOLECULAR & CELLULAR PROTEOMICS
- Translating RNA sequencing into clinical diagnostics: opportunities and challenges
- (2016) Sara A. Byron et al. NATURE REVIEWS GENETICS
- Cross-platform normalization of microarray and RNA-seq data for machine learning applications
- (2016) Jeffrey A. Thompson et al. PeerJ
- TGFβ signaling supports survival and metastasis of endometrial cancer cells
- (2016) Luzhe Sun Cancer Management and Research
- Prognostic importance of RASSF2 expression in patients with gastric cancer who had undergone radical gastrectomy
- (2015) D. Aydin et al. Clinical & Translational Oncology
- Shared genetics underlying epidemiological association between endometriosis and ovarian cancer
- (2015) Yi Lu et al. HUMAN MOLECULAR GENETICS
- Increased Association Between Endometriosis and Endometrial Cancer
- (2015) Hann-Chin Yu et al. INTERNATIONAL JOURNAL OF GYNECOLOGICAL CANCER
- The Risks for Ovarian, Endometrial, Breast, Colorectal, and Other Cancers in Women With Newly Diagnosed Endometriosis or Adenomyosis
- (2015) Victor C. Kok et al. INTERNATIONAL JOURNAL OF GYNECOLOGICAL CANCER
- Tumor Progression Locus 2 (Tpl2) Kinase as a Novel Therapeutic Target for Cancer: Double-Sided Effects of Tpl2 on Cancer
- (2015) Hye Lee et al. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
- Genome-wide methylation profiling reveals new biomarkers for prognosis prediction of glioblastoma
- (2015) Cheng He et al. Journal of Cancer Research and Therapeutics
- Decreased Notch Pathway Signaling in the Endometrium of Women With Endometriosis Impairs Decidualization
- (2015) Ren-Wei Su et al. JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM
- Classification of lung cancer using ensemble-based feature selection and machine learning methods
- (2015) Zhihua Cai et al. Molecular BioSystems
- Machine learning applications in genetics and genomics
- (2015) Maxwell W. Libbrecht et al. NATURE REVIEWS GENETICS
- The human transcriptome across tissues and individuals
- (2015) M. Mele et al. SCIENCE
- The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans
- (2015) et al. SCIENCE
- Differential involvement of RASSF2 hypermethylation in breast cancer subtypes and their prognosis
- (2015) Noemi Perez-Janices et al. Oncotarget
- Chronic inflammation in endometriosis and endometriosis-associated ovarian cancer: New roles for the “old” complement pathway
- (2015) Robert P Edwards et al. OncoImmunology
- Abstract 3874: Loss of DDB2 enhances the tumorigenicity of ovarian cancer cells through expanding cancer stem-like cell population
- (2015) Chunhua Han et al. CANCER RESEARCH
- Associations between Medical Conditions and Breast Cancer Risk in Asians: A Nationwide Population-Based Study in Taiwan
- (2015) Shu-Chun Chuang et al. PLoS One
- Identification of differentially methylated genes in the malignant transformation of ovarian endometriosis
- (2014) Fang Ren et al. Journal of Ovarian Research
- DDB2: A Novel Regulator of NF- B and Breast Tumor Invasion
- (2013) M. Ennen et al. CANCER RESEARCH
- Applications of Machine Learning in Genomics and Systems Biology
- (2013) Chunmei Liu et al. Computational and Mathematical Methods in Medicine
- Functional transcriptomics in the post-ENCODE era
- (2013) J. M. Mudge et al. GENOME RESEARCH
- Involvement of small ArfGAP1 (SMAP1), a novel Arf6-specific GTPase-activating protein, in microsatellite instability oncogenesis
- (2013) F Sangar et al. ONCOGENE
- TPL2 kinase is a suppressor of lung carcinogenesis
- (2013) K. Gkirtzimanaki et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- DNA methylation biomarkers in cancer: progress towards clinical implementation
- (2012) Thomas Mikeska et al. EXPERT REVIEW OF MOLECULAR DIAGNOSTICS
- Prognostic significance of Notch signalling molecules and their involvement in the invasiveness of endometrial carcinoma cells
- (2012) Yuko Mitsuhashi et al. HISTOPATHOLOGY
- Analysing and interpreting DNA methylation data
- (2012) Christoph Bock NATURE REVIEWS GENETICS
- Tpl2 kinase signal transduction in inflammation and cancer
- (2011) Maria Vougioukalaki et al. CANCER LETTERS
- Complete laparoscopic excision of endometriosis in teenagers: is postoperative hormonal suppression necessary?
- (2011) Patrick Yeung et al. FERTILITY AND STERILITY
- Oncogenic events associated with endometrial and ovarian cancers are rare in endometriosis
- (2011) Anna L. Vestergaard et al. MOLECULAR HUMAN REPRODUCTION
- A genomic diagnostic tool for human endometrial receptivity based on the transcriptomic signature
- (2010) Patricia Díaz-Gimeno et al. FERTILITY AND STERILITY
- TopHat: discovering splice junctions with RNA-Seq
- (2009) Cole Trapnell et al. BIOINFORMATICS
- The Sequence Alignment/Map format and SAMtools
- (2009) H. Li et al. BIOINFORMATICS
- edgeR: a Bioconductor package for differential expression analysis of digital gene expression data
- (2009) M. D. Robinson et al. BIOINFORMATICS
- Differentially expressed genes in eutopic and ectopic endometrium of women with endometriosis
- (2009) Juliana Meola et al. FERTILITY AND STERILITY
- Overexpression of DDB2 enhances the sensitivity of human ovarian cancer cells to cisplatin by augmenting cellular apoptosis
- (2009) Bassant M. Barakat et al. INTERNATIONAL JOURNAL OF CANCER
- Ultrafast and memory-efficient alignment of short DNA sequences to the human genome
- (2009) Ben Langmead et al. GENOME BIOLOGY
- Experimental Murine Endometriosis Induces DNA Methylation and Altered Gene Expression in Eutopic Endometrium1
- (2008) Banghyun Lee et al. BIOLOGY OF REPRODUCTION
- A comparative study of different machine learning methods on microarray gene expression data
- (2008) Mehdi Pirooznia et al. BMC GENOMICS
- Genome-wide expression profile of sporadic gastric cancers with microsatellite instability
- (2008) Mariarosaria D’Errico et al. EUROPEAN JOURNAL OF CANCER
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