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Machine learning integrated ensemble of feature selection methods followed by survival analysis for predicting breast cancer subtype specific miRNA biomarkers
Computers in Biology and Medicine
◽
10.1016/j.compbiomed.2021.104244
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2021
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Vol 131
◽
pp. 104244
Author(s):
Jnanendra Prasad Sarkar
◽
Indrajit Saha
◽
Anasua Sarkar
◽
Ujjwal Maulik
Keyword(s):
Breast Cancer
◽
Machine Learning
◽
Feature Selection
◽
Survival Analysis
◽
Breast Cancer Subtype
◽
Selection Methods
◽
Cancer Subtype
Download Full-text
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References
Corrigendum: Identification of Breast Cancer Subtype Specific MicroRNAs Using Survival Analysis to Find Their Role in Transcriptomic Regulation
Frontiers in Genetics
◽
10.3389/fgene.2019.01382
◽
2020
◽
Vol 10
◽
Author(s):
Michał Denkiewicz
◽
Indrajit Saha
◽
Somnath Rakshit
◽
Jnanendra Prasad Sarkar
◽
Dariusz Plewczynski
Keyword(s):
Breast Cancer
◽
Survival Analysis
◽
Breast Cancer Subtype
◽
Cancer Subtype
Download Full-text
Identification of Breast Cancer Subtype Specific MicroRNAs Using Survival Analysis to Find Their Role in Transcriptomic Regulation
Frontiers in Genetics
◽
10.3389/fgene.2019.01047
◽
2019
◽
Vol 10
◽
Cited By ~ 2
Author(s):
Michał Denkiewicz
◽
Indrajit Saha
◽
Somnath Rakshit
◽
Jnanendra Prasad Sarkar
◽
Dariusz Plewczynski
Keyword(s):
Breast Cancer
◽
Survival Analysis
◽
Breast Cancer Subtype
◽
Cancer Subtype
Download Full-text
A Comparative Analysis of Feature Selection Methods and Associated Machine Learning Algorithms on Wisconsin Breast Cancer Dataset (WBCD)
Advances in Intelligent Systems and Computing - Proceedings of International Conference on ICT for Sustainable Development
◽
10.1007/978-981-10-0129-1_23
◽
2016
◽
pp. 215-224
◽
Cited By ~ 3
Author(s):
Nileshkumar Modi
◽
Kaushar Ghanchi
Keyword(s):
Breast Cancer
◽
Machine Learning
◽
Feature Selection
◽
Comparative Analysis
◽
Learning Algorithms
◽
Machine Learning Algorithms
◽
Breast Cancer Dataset
◽
Selection Methods
◽
Cancer Dataset
Download Full-text
Breast cancer subtype identification using machine learning techniques
2014 IEEE 4th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS)
◽
10.1109/iccabs.2014.6863912
◽
2014
◽
Cited By ~ 1
Author(s):
Forough Firoozbakht
◽
Iman Rezaeian
◽
Lisa Porter
◽
Luis Rueda
Keyword(s):
Breast Cancer
◽
Machine Learning
◽
Breast Cancer Subtype
◽
Machine Learning Techniques
◽
Learning Techniques
◽
Cancer Subtype
◽
Subtype Identification
Download Full-text
Survival Analysis with the Integration of RNA-Seq and Clinical Data to Identify Breast Cancer Subtype Specific Genes
Lecture Notes in Computer Science - Pattern Recognition and Machine Intelligence
◽
10.1007/978-3-030-34872-4_16
◽
2019
◽
pp. 139-146
Author(s):
Indrajit Saha
◽
Somnath Rakshit
◽
Michal Denkiewicz
◽
Jnanendra Prasad Sarkar
◽
Debasree Maity
◽
...
Keyword(s):
Breast Cancer
◽
Survival Analysis
◽
Clinical Data
◽
Breast Cancer Subtype
◽
Rna Seq
◽
Cancer Subtype
Download Full-text
A new feature selection approach for optimizing prediction models, applied to breast cancer subtype classification
2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
◽
10.1109/bibm.2016.7822749
◽
2016
◽
Cited By ~ 1
Author(s):
Pham Quang Huy
◽
Alioune Ngom
◽
Luis Rueda
Keyword(s):
Breast Cancer
◽
Feature Selection
◽
Prediction Models
◽
Breast Cancer Subtype
◽
Subtype Classification
◽
Cancer Subtype
◽
Selection Approach
◽
New Feature
◽
Feature Selection Approach
Download Full-text
Sentiment Analysis of Movie Reviews: A Study of Machine Learning Algorithms with Various Feature Selection Methods
International Journal of Computer Sciences and Engineering
◽
10.26438/ijcse/v5i9.113121
◽
2017
◽
Vol 5
(9)
◽
Cited By ~ 1
Author(s):
Rajwinder Kaur
Keyword(s):
Machine Learning
◽
Feature Selection
◽
Sentiment Analysis
◽
Learning Algorithms
◽
Machine Learning Algorithms
◽
Selection Methods
Download Full-text
Are the estrogen receptor and SIRT3 axes of the mitochondrial UPR key regulators of breast cancer subtype determination according to age?
Aging and Cancer
◽
10.1002/aac2.12035
◽
2021
◽
Author(s):
Edmund Charles Jenkins
◽
Mrittika Chattopadhyay
◽
Doris Germain
Keyword(s):
Breast Cancer
◽
Estrogen Receptor
◽
Breast Cancer Subtype
◽
Cancer Subtype
Download Full-text
Feature Selection with Fast Correlation-Based Filter for Breast Cancer Prediction and Classification Using Machine Learning Algorithms
2018 International Symposium on Advanced Electrical and Communication Technologies (ISAECT)
◽
10.1109/isaect.2018.8618688
◽
2018
◽
Author(s):
Youness Khourdifi
◽
Mohamed Bahaj
Keyword(s):
Breast Cancer
◽
Machine Learning
◽
Feature Selection
◽
Learning Algorithms
◽
Machine Learning Algorithms
◽
Cancer Prediction
Download Full-text
Comparative study on total nitrogen prediction in wastewater treatment plant and effect of various feature selection methods on machine learning algorithms performance
Journal of Water Process Engineering
◽
10.1016/j.jwpe.2021.102033
◽
2021
◽
Vol 41
◽
pp. 102033
Author(s):
Faramarz Bagherzadeh
◽
Mohamad-Javad Mehrani
◽
Milad Basirifard
◽
Javad Roostaei
Keyword(s):
Machine Learning
◽
Feature Selection
◽
Wastewater Treatment
◽
Comparative Study
◽
Total Nitrogen
◽
Wastewater Treatment Plant
◽
Learning Algorithms
◽
Treatment Plant
◽
Machine Learning Algorithms
◽
Selection Methods
Download Full-text
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