Cargando…

Developing a label propagation approach for cancer subtype classification problem

Cancer is a disease in which abnormal cells grow uncontrollably and invade other tissues. Several types of cancer have various subtypes with different clinical and biological implications. Based on these differences, treatment methods need to be customized. The identification of distinct cancer subt...

Descripción completa

Detalles Bibliográficos
Autores principales:	GÜNER, Pınar, BAKIR-GUNGOR, Burcu, COŞKUN, Mustafa
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Scientific and Technological Research Council of Turkey (TUBITAK) 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10393106/ https://www.ncbi.nlm.nih.gov/pubmed/37533512 http://dx.doi.org/10.3906/biy-2108-83

Ejemplares similares

Topological feature generation for link prediction in biological networks
por: Temiz, Mustafa, et al.
Publicado: (2023)

Enlightening the molecular mechanisms of type 2 diabetes with a novel pathway clustering and pathway subnetwork approach
por: BAKIR-GUNGOR, Burcu, et al.
Publicado: (2022)

Blockchain for genomics and healthcare: a literature review, current status, classification and open issues
por: Adanur Dedeturk, Beyhan, et al.
Publicado: (2021)

TextNetTopics Pro, a topic model-based text classification for short text by integration of semantic and document-topic distribution information
por: Voskergian, Daniel, et al.
Publicado: (2023)

Weakly supervised label propagation algorithm classifies lung cancer imaging subtypes
por: Ren, Xueting, et al.
Publicado: (2023)

miRdisNET: Discovering microRNA biomarkers that are associated with diseases utilizing biological knowledge-based machine learning
por: Jabeer, Amhar, et al.
Publicado: (2023)

A New Methodology to Associate SNPs with Human Diseases According to Their Pathway Related Context
por: Bakir-Gungor, Burcu, et al.
Publicado: (2011)

The Identification of Pathway Markers in Intracranial Aneurysm Using Genome-Wide Association Data from Two Different Populations
por: Bakir-Gungor, Burcu, et al.
Publicado: (2013)

Review of feature selection approaches based on grouping of features
por: Kuzudisli, Cihan, et al.
Publicado: (2023)

PriPath: identifying dysregulated pathways from differential gene expression via grouping, scoring, and modeling with an embedded feature selection approach
por: Yousef, Malik, et al.
Publicado: (2023)

Application of Biological Domain Knowledge Based Feature Selection on Gene Expression Data
por: Yousef, Malik, et al.
Publicado: (2020)

miRModuleNet: Detecting miRNA-mRNA Regulatory Modules
por: Yousef, Malik, et al.
Publicado: (2022)

GeNetOntology: identifying affected gene ontology terms via grouping, scoring, and modeling of gene expression data utilizing biological knowledge-based machine learning
por: Ersoz, Nur Sebnem, et al.
Publicado: (2023)

Electromagnetic diffraction and propagation problems
por: Fok, V. A. (Vladimir Aleksandrovich), 1898-1974
Publicado: (1965)

Inverse problems in wave propagation
por: Chavent, Guy, et al.
Publicado: (1997)

Biopolymer-Based Nanogel Approach in Drug Delivery: Basic Concept and Current Developments
por: Altuntaş, Ebru, et al.
Publicado: (2023)

Hepatotoxicity Modeling Using Counter-Propagation Artificial Neural Networks: Handling an Imbalanced Classification Problem
por: Bajželj, Benjamin, et al.
Publicado: (2020)

Pathway-based classification of cancer subtypes
por: Kim, Shinuk, et al.
Publicado: (2012)

Cholinergic Urticaria: Subtype Classification and Clinical Approach
por: Fukunaga, Atsushi, et al.
Publicado: (2022)

Label noise in subtype discrimination of class C G protein-coupled receptors: A systematic approach to the analysis of classification errors
por: König, Caroline, et al.
Publicado: (2015)

Labeling Nodes Using Three Degrees of Propagation
por: Mostafavi, Sara, et al.
Publicado: (2012)

Discovering Potential Taxonomic Biomarkers of Type 2 Diabetes From Human Gut Microbiota via Different Feature Selection Methods
por: Bakir-Gungor, Burcu, et al.
Publicado: (2021)

Invention of 3Mint for feature grouping and scoring in multi-omics
por: Unlu Yazici, Miray, et al.
Publicado: (2023)

Deep Learning Feature Extraction Approach for Hematopoietic Cancer Subtype Classification
por: Park, Kwang Ho, et al.
Publicado: (2021)

A semi-supervised approach using label propagation to support citation screening
por: Kontonatsios, Georgios, et al.
Publicado: (2017)

Belief Propagation Algorithm for Portfolio Optimization Problems
por: Shinzato, Takashi, et al.
Publicado: (2015)

Classification of eastward propagating waves on the spherical Earth
por: Garfinkel, Chaim I., et al.
Publicado: (2017)

A heterogeneous label propagation approach to explore the potential associations between miRNA and disease
por: Chen, Xing, et al.
Publicado: (2018)

Mathematical problems in wave propagation theory
por: Babich, V
Publicado: (1970)

Problems of mixed mode crack propagation
por: Gdoutos, Emmanuel E
Publicado: (1984)

In silico analyses and global transcriptional profiling reveal novel putative targets for Pea3 transcription factor related to its function in neurons
por: Kandemir, Başak, et al.
Publicado: (2017)

Single cell classification of macrophage subtypes by label-free cell signatures and machine learning
por: Dannhauser, David, et al.
Publicado: (2022)

RNA-Seq-Based Breast Cancer Subtypes Classification Using Machine Learning Approaches
por: Yu, Zhezhou, et al.
Publicado: (2020)

Deep learning approach for cancer subtype classification using high-dimensional gene expression data
por: Shen, Jiquan, et al.
Publicado: (2022)

Recursive Cluster Elimination based Rank Function (SVM-RCE-R) implemented in KNIME
por: Yousef, Malik, et al.
Publicado: (2021)

miRcorrNet: machine learning-based integration of miRNA and mRNA expression profiles, combined with feature grouping and ranking
por: Yousef, Malik, et al.
Publicado: (2021)

Inflammatory bowel disease biomarkers of human gut microbiota selected via different feature selection methods
por: Bakir-Gungor, Burcu, et al.
Publicado: (2022)

Algorithmic hospital catchment area estimation using label propagation
por: Challen, Robert J., et al.
Publicado: (2022)

Propagation and interaction of singularities in nonlinear hyperbolic problems
por: Beals, Michael
Publicado: (1989)

Conference on inverse problems of wave propagation and diffraction
por: Chavent, Guy, et al.
Publicado: (1997)

Cannot write session to /tmp/vufind_sessions/sess_rc753jv79hcd51q689g242t406