Cargando…

On an ensemble algorithm for clustering cancer patient data

BACKGROUND: The TNM staging system is based on three anatomic prognostic factors: Tumor, Lymph Node and Metastasis. However, cancer is no longer considered an anatomic disease. Therefore, the TNM should be expanded to accommodate new prognostic factors in order to increase the accuracy of estimating...

Descripción completa

Detalles Bibliográficos
Autores principales:	Qi, Ran, Wu, Dengyuan, Sheng, Li, Henson, Donald, Schwartz, Arnold, Xu, Eric, Xing, Kai, Chen, Dechang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2013
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3854654/ https://www.ncbi.nlm.nih.gov/pubmed/24565417 http://dx.doi.org/10.1186/1752-0509-7-S4-S9

Ejemplares similares

Developing Prognostic Systems of Cancer Patients by Ensemble Clustering
por: Chen, Dechang, et al.
Publicado: (2009)

Creating prognostic systems for cancer patients: A demonstration using breast cancer
por: Hueman, Mathew T., et al.
Publicado: (2018)

Clustering cancer gene expression data by projective clustering ensemble
por: Yu, Xianxue, et al.
Publicado: (2017)

GA-Based Membrane Evolutionary Algorithm for Ensemble Clustering
por: Wang, Yanhua, et al.
Publicado: (2017)

ImmCluster: an ensemble resource for immunology cell type clustering and annotations in normal and cancerous tissues
por: Jiang, Tiantongfei, et al.
Publicado: (2022)

Expanding the TNM for cancers of the colon and rectum using machine learning: a demonstration
por: Hueman, Matthew, et al.
Publicado: (2019)

The comparison of automated clustering algorithms for resampling representative conformer ensembles with RMSD matrix
por: Kim, Hyoungrae, et al.
Publicado: (2017)

EnsCat: clustering of categorical data via ensembling
por: Clarke, Bertrand S., et al.
Publicado: (2016)

Cluster ensemble based on Random Forests for genetic data
por: Alhusain, Luluah, et al.
Publicado: (2017)

WERFE: A Gene Selection Algorithm Based on Recursive Feature Elimination and Ensemble Strategy
por: Chen, Qi, et al.
Publicado: (2020)

Improved PSO_AdaBoost Ensemble Algorithm for Imbalanced Data
por: Li, Kewen, et al.
Publicado: (2019)

Trial encoding algorithms ensemble
por: Cheng, Lipin Bill, et al.
Publicado: (2013)

Algorithms on ensemble quantum computers
por: Boykin, P. Oscar, et al.
Publicado: (2009)

An ensemble machine learning model based on multiple filtering and supervised attribute clustering algorithm for classifying cancer samples
por: Bose, Shilpi, et al.
Publicado: (2021)

Expanding TNM for lung cancer through machine learning
por: Hueman, Matthew, et al.
Publicado: (2021)

A Random Walk Based Cluster Ensemble Approach for Data Integration and Cancer Subtyping
por: Yang, Chao, et al.
Publicado: (2019)

Margin-Based Pareto Ensemble Pruning: An Ensemble Pruning Algorithm That Learns to Search Optimized Ensembles
por: Hu, Ruihan, et al.
Publicado: (2019)

Data clustering: theory, algorithms, and applications
por: Gan, Guojun, et al.
Publicado: (2007)

GeoWaVe: geometric median clustering with weighted voting for ensemble clustering of cytometry data
por: Burton, Ross J, et al.
Publicado: (2022)

EnsembleCNV: an ensemble machine learning algorithm to identify and genotype copy number variation using SNP array data
por: Zhang, Zhongyang, et al.
Publicado: (2019)

Data clustering: algorithms and applications
por: Aggarwal, Charu C
Publicado: (2013)

A Hybrid Spectral Clustering and Deep Neural Network Ensemble Algorithm for Intrusion Detection in Sensor Networks
por: Ma, Tao, et al.
Publicado: (2016)

High-Performance Plant Pest and Disease Detection Based on Model Ensemble with Inception Module and Cluster Algorithm
por: Li, Manzhou, et al.
Publicado: (2023)

Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets
por: Marino, Simeone, et al.
Publicado: (2020)

Homogeneous Adaboost Ensemble Machine Learning Algorithms with Reduced Entropy on Balanced Data
por: Ramakrishna, Mahesh Thyluru, et al.
Publicado: (2023)

Autoencoder-based cluster ensembles for single-cell RNA-seq data analysis
por: Geddes, Thomas A., et al.
Publicado: (2019)

Ensemble deep learning of embeddings for clustering multimodal single-cell omics data
por: Yu, Lijia, et al.
Publicado: (2023)

Fast Constrained Spectral Clustering and Cluster Ensemble with Random Projection
por: Liu, Wenfen, et al.
Publicado: (2017)

Chord: an ensemble machine learning algorithm to identify doublets in single-cell RNA sequencing data
por: Xiong, Ke-Xu, et al.
Publicado: (2022)

Network inference with ensembles of bi-clustering trees
por: Pliakos, Konstantinos, et al.
Publicado: (2019)

Heterogeneous Ensemble Combination Search Using Genetic Algorithm for Class Imbalanced Data Classification
por: Haque, Mohammad Nazmul, et al.
Publicado: (2016)

Fast Adapting Ensemble: A New Algorithm for Mining Data Streams with Concept Drift
por: Ortíz Díaz, Agustín, et al.
Publicado: (2015)

Non-Fatal Drowning Risk Prediction Based on Stacking Ensemble Algorithm
por: Xie, Xinshan, et al.
Publicado: (2022)

Application of Imbalanced Data Classification Quality Metrics as Weighting Methods of the Ensemble Data Stream Classification Algorithms
por: Wegier, Weronika, et al.
Publicado: (2020)

The Ensembl REST API: Ensembl Data for Any Language
por: Yates, Andrew, et al.
Publicado: (2015)

A fuzzy co-clustering algorithm for biomedical data
por: Liu, Yongli, et al.
Publicado: (2017)

Clustering-Based Ensemble Learning for Activity Recognition in Smart Homes
por: Jurek, Anna, et al.
Publicado: (2014)

EGID: an ensemble algorithm for improved genomic island detection in genomic sequences
por: Che, Dongsheng, et al.
Publicado: (2011)

An ensemble based approach using a combination of clustering and classification algorithms to enhance customer churn prediction in telecom industry
por: Fakhar Bilal, Syed, et al.
Publicado: (2022)

An Algorithm Framework for Drug-Induced Liver Injury Prediction Based on Genetic Algorithm and Ensemble Learning
por: Yan, Bowei, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_kj8ujs17r5ded2rq9lb24s4rst