Cargando…

Comparison of Bayes Classifiers for Breast Cancer Classification

Data analytics play vital roles in diagnosis and treatment in the health care sector. To enable practitioner decision-making, huge volumes of data should be processed with machine learning techniques to produce tools for prediction and classification. Diseases like breast cancer can be classified ba...

Descripción completa

Detalles Bibliográficos
Autores principales:	A, Bazila Banu, Thirumalaikolundusubramanian, Ponniah
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	West Asia Organization for Cancer Prevention 2018
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6291060/ https://www.ncbi.nlm.nih.gov/pubmed/30362322 http://dx.doi.org/10.22034/APJCP.2018.19.10.2917

Ejemplares similares

Detection of dechallenge in spontaneous reporting systems: A comparison of Bayes methods
por: Banu, A. Bazila, et al.
Publicado: (2014)

Intelligent Bayes Classifier (IBC) for ENT infection classification in hospital environment
por: Dutta, Ritaban, et al.
Publicado: (2006)

Naive Bayes classifiers for verbal autopsies: comparison to physician-based classification for 21,000 child and adult deaths
por: Miasnikof, Pierre, et al.
Publicado: (2015)

Measuring Software Maintainability with Naïve Bayes Classifier
por: Iqbal, Nayyar, et al.
Publicado: (2021)

Exact Learning Augmented Naive Bayes Classifier
por: Sugahara, Shouta, et al.
Publicado: (2021)

Segmentation of white blood cells and comparison of cell morphology by linear and naïve Bayes classifiers
por: Prinyakupt, Jaroonrut, et al.
Publicado: (2015)

Mining housekeeping genes with a Naive Bayes classifier
por: De Ferrari, Luna, et al.
Publicado: (2006)

Heterodimeric protein complex identification by naïve Bayes classifiers
por: Maruyama, Osamu
Publicado: (2013)

Automated verbal autopsy classification: using one-against-all ensemble method and Naïve Bayes classifier
por: Murtaza, Syed Shariyar, et al.
Publicado: (2019)

Bis-class: a new classification tool of methylation status using bayes classifier and local methylation information
por: Huh, Iksoo, et al.
Publicado: (2014)

Bilateral pneumothorax following breast augmentation: Beware and be aware
por: Senthilkumaran, Subramanian, et al.
Publicado: (2012)

Bayes-LQAS: classifying the prevalence of global acute malnutrition
por: Olives, Casey, et al.
Publicado: (2010)

A Naïve Bayes Approach to Classifying Topics in Suicide Notes
por: Spasić, Irena, et al.
Publicado: (2012)

Valvular Heart Disease in Indian Subcontinent: Social Issues
por: Meenakshisundaram, Ramachandran, et al.
Publicado: (2009)

Naïve Bayes Classifier with Feature Selection to Identify Phage Virion Proteins
por: Feng, Peng-Mian, et al.
Publicado: (2013)

Prediction of Protein-Protein Interaction Sites Based on Naive Bayes Classifier
por: Geng, Haijiang, et al.
Publicado: (2015)

A Dirichlet-Multinomial Bayes Classifier for Disease Diagnosis with Microbial Compositions
por: Gao, Xiang, et al.
Publicado: (2017)

Detection of DDoS Vulnerability in Cloud Computing Using the Perplexed Bayes Classifier
por: Mishra, Narendra, et al.
Publicado: (2022)

Lipid and lipoprotein profiles among middle aged male smokers: a study from southern India
por: Meenakshisundaram, Ramachandran, et al.
Publicado: (2010)

Neutrophil Gelatinase-Associated Lipocalin as an Early Diagnostic Biomarker of Acute Kidney Injury in Snake Bite
por: Senthilkumaran, Subramanian, et al.
Publicado: (2019)

Ethics, Legality, and Education in the Practice of Cardiology
por: Thirumalaikolundusubramanian, Ponniah, et al.
Publicado: (2015)

Ambient Healthcare Approach with Hybrid Whale Optimization Algorithm and Naïve Bayes Classifier
por: Alwateer, Majed, et al.
Publicado: (2021)

Differential Expression Analysis in RNA-Seq by a Naive Bayes Classifier with Local Normalization
por: Dou, Yongchao, et al.
Publicado: (2015)

Robustification of Naïve Bayes Classifier and Its Application for Microarray Gene Expression Data Analysis
por: Ahmed, Md. Shakil, et al.
Publicado: (2017)

Commentary
por: Senthilkumaran, Subramanian, et al.
Publicado: (2012)

Hypothesis of snake and insect venoms against Human Immunodeficiency Virus: a review
por: Meenakshisundaram, Ramachandran, et al.
Publicado: (2009)

Corticosteroid therapy for primary treatment of Kawasaki disease – weight of evidence: a meta-analysis and systematic review of the literature
por: Athappan, Ganesh, et al.
Publicado: (2009)

Ophthalmic complications of dengue: pathogenesis and prevention
por: Uma, Alagappan, et al.
Publicado: (2013)

Protective effects of vaccinations and endemic infections on COVID-19: A hypothesis
por: Meenakshisundaram, Ramachandran, et al.
Publicado: (2020)

Detection of Cardiovascular Disease Risk's Level for Adults Using Naive Bayes Classifier
por: Miranda, Eka, et al.
Publicado: (2016)

Risk factors for myocardial infarction among low socioeconomic status South Indian population
por: Meenakshisundaram, Ramachandran, et al.
Publicado: (2010)

Chemical named entity recognition in the texts of scientific publications using the naïve Bayes classifier approach
por: Tarasova, O. A., et al.
Publicado: (2022)

Cancer Classification with a Cost-Sensitive Naive Bayes Stacking Ensemble
por: Xiong, Yueling, et al.
Publicado: (2021)

Super Vasmol Poisoning: Dangers of Darker Shade
por: Senthilkumaran, Subramanian, et al.
Publicado: (2019)

Development of Symbolic Expressions Ensemble for Breast Cancer Type Classification Using Genetic Programming Symbolic Classifier and Decision Tree Classifier
por: Anđelić, Nikola, et al.
Publicado: (2023)

Not Touching the Face is Harder Than It Sounds: Need for an Intervention
por: Senthilkumaran, Subramanian, et al.
Publicado: (2020)

Enhancing ontology-driven diagnostic reasoning with a symptom-dependency-aware Naïve Bayes classifier
por: Shen, Ying, et al.
Publicado: (2019)

An Unobtrusive Fall Detection and Alerting System Based on Kalman Filter and Bayes Network Classifier
por: He, Jian, et al.
Publicado: (2017)

Propofol in COVID 19 — From basic science to clinical impact
por: Senthilkumaran, Subramanian, et al.
Publicado: (2021)

Feature selection using a one dimensional naïve Bayes’ classifier increases the accuracy of support vector machine classification of CDR3 repertoires
por: Cinelli, Mattia, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_vpu5qn10gtagknse08r08gjt1k