Classification of miRNA expression data using random forests for cancer diagnosis
Cancer is a major leading cause of death and responsible for around 13% of all deaths world-wide. Cancer incidence rate is growing at an alarming rate in Malaysia and the world as we know it. It is estimated that statistically one out of every four Malaysians will develop cancer by the age of 75. Co...
| Main Authors: | Razak, Eliza, Yusof, Faridah, Ahmad Raus, Raha |
|---|---|
| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE
2016
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/54510/ http://irep.iium.edu.my/54510/7/54510.pdf http://irep.iium.edu.my/54510/8/54510-Classification%20of%20miRNA%20Expression%20Data%20Using%20Random%20Forests%20for%20Cancer%20Diagnosis_SCOPUS.pdf |
Similar Items
Evaluation of miRNA-based classifiers for cancer diagnosis
by: Razak, Eliza, et al.
Published: (2017)
by: Razak, Eliza, et al.
Published: (2017)
Evaluation of miRNA-based classifiers for cancer diagnosis
by: Razak, Eliza, et al.
Published: (2017)
by: Razak, Eliza, et al.
Published: (2017)
Cancer histopathologic subtypes prediction from miRNA expression data using pattern recognition
by: Razak, Eliza, et al.
Published: (2018)
by: Razak, Eliza, et al.
Published: (2018)
Ectopic miRNA network and the crosstalk between different signalling pathways during EMT and MET
by: Razak, Eliza, et al.
Published: (2016)
by: Razak, Eliza, et al.
Published: (2016)
Potential miRNAs for miRNA-based therapeutics in breast cancer
by: Wong, Jun Sheng, et al.
Published: (2020)
by: Wong, Jun Sheng, et al.
Published: (2020)
Ectopic miRNA network and the crosstalk between different signalling pathways during epithelial–mesenchymal transition and mesenchymal–epithelial transition
by: Razak, Eliza, et al.
Published: (2016)
by: Razak, Eliza, et al.
Published: (2016)
Breast cancer aggressiveness, miRNA and choline
by: Shaharuddin, Shazreen, et al.
Published: (2020)
by: Shaharuddin, Shazreen, et al.
Published: (2020)
Imbalanced expression of polycistronic miRNA in acute myeloid leukemia
by: Kotaki, Ryutaro, et al.
Published: (2017)
by: Kotaki, Ryutaro, et al.
Published: (2017)
Classification of Immunosignature Using Random Forests for Cancer Diagnosis
by: Zarzar, Mouayad, et al.
Published: (2015)
by: Zarzar, Mouayad, et al.
Published: (2015)
Differential microRNA expression and identification of putative miRNA targets and pathways in head and neck cancers.
by: Ab Mutalib, Nurul-Syakima, et al.
Published: (2011)
by: Ab Mutalib, Nurul-Syakima, et al.
Published: (2011)
The relationship between miRNA biogenesis and RNA splicing
by: Parsons, Aimee
Published: (2018)
by: Parsons, Aimee
Published: (2018)
The role of miRNA regulation in response to hypoxia in
gliomas
by: Smith, Louise
Published: (2023)
by: Smith, Louise
Published: (2023)
Manganese exposure: linking down-regulation of miRNA-7 and miRNA-433 with α-synuclein overexpression and risk of idiopathic Parkinson's disease
by: Tarale, Prashant, et al.
Published: (2018)
by: Tarale, Prashant, et al.
Published: (2018)
Evaluation of heuristic-based MicroRNA marker selection techniques for classification of cancer
by: Razak, Eliza, et al.
Published: (2016)
by: Razak, Eliza, et al.
Published: (2016)
Epidrug mediated re-expression of miRNA targeting the HMGA transcripts in pituitary cells
by: Kitchen, Mark O., et al.
Published: (2015)
by: Kitchen, Mark O., et al.
Published: (2015)
Development of miRNA-mimic nanoparticles for the treatment of brain tumours
by: Anithiya Ramamoorthi Gopalram, Shubaash
Published: (2017)
by: Anithiya Ramamoorthi Gopalram, Shubaash
Published: (2017)
The potential role of miRNA therapies in spinal muscle atrophy
by: Gandhi, Gayatri, et al.
Published: (2021)
by: Gandhi, Gayatri, et al.
Published: (2021)
Cryptosporidium-host Interaction alters regulation of oncomiRNAs and tumor suppressor miRNA expression
by: Başak, Feyza, et al.
Published: (2019)
by: Başak, Feyza, et al.
Published: (2019)
Encapsulation of miRNA in chitosan nanoparticles
as a candidate for an anti-metastatic agent
in cancer therapy
by: Syazaira Arham Yahya Ariff,, et al.
Published: (2017)
by: Syazaira Arham Yahya Ariff,, et al.
Published: (2017)
Enhanced functionality of miRNA-encapsulated chitosan nanoparticles as an anti-migration agent for cancer therapy
by: Yahya Ariff, Syazaira Arham
Published: (2017)
by: Yahya Ariff, Syazaira Arham
Published: (2017)
Encapsulation of miRNA in chitosan nanoparticles as a candidate for an anti-metastatic agent in cancer therapy
by: Yahya Ariff, Syazaira Arham, et al.
Published: (2017)
by: Yahya Ariff, Syazaira Arham, et al.
Published: (2017)
Performance of engineering plant virus resistance: miRNA gene silencing
by: Mohamed, Elizah, et al.
Published: (2022)
by: Mohamed, Elizah, et al.
Published: (2022)
Global miRNA expression profiling of domestic cat livers following acute Toxoplasma gondii infection
by: Cong, Wei, et al.
Published: (2017)
by: Cong, Wei, et al.
Published: (2017)
Development of novel miRNA-based vaccines and antivirals against Enterovirus 71
by: Yee, Isabel Pin Tsin *, et al.
Published: (2016)
by: Yee, Isabel Pin Tsin *, et al.
Published: (2016)
HBV-related hepatocellular carcinoma: The role of integration, viral proteins and miRNA
by: Lim, L., et al.
Published: (2012)
by: Lim, L., et al.
Published: (2012)
Identification of an exosomal miRNA signature in newly diagnosed essential hypertensive adults
by: Tan, Paulina Pei Suu
Published: (2025)
by: Tan, Paulina Pei Suu
Published: (2025)
Immunofluorescent staining and miRNA expression of HCT-8 AND HT-29 cell lines upon Cryptosporidium infection
by: Jainul, Mohammed Abdullah, et al.
Published: (2018)
by: Jainul, Mohammed Abdullah, et al.
Published: (2018)
The molecular impact of physical exercise on a rodent model of schizophrenia: hippocampal gene expression and miRNA levels
by: Bisnauthsing, Hemlata
Published: (2019)
by: Bisnauthsing, Hemlata
Published: (2019)
Cancer relapse prediction from microrna expression data using machine learning
by: Razak, Eliza, et al.
Published: (2018)
by: Razak, Eliza, et al.
Published: (2018)
Cancer relapse prediction from microrna expression data using machine learning
by: Razak, Eliza, et al.
Published: (2019)
by: Razak, Eliza, et al.
Published: (2019)
Analysis of V-Ki-Ras2 Kirsten rat sarcoma viral oncogene (Kras) and differential expressed miRNA in various stages of colorectal cancer
by: Lye, Kwan Liang
Published: (2013)
by: Lye, Kwan Liang
Published: (2013)
The roles of miRNAs in human breast cancer and canine mammary tumor
by: Yu, Richard Ming Chuan, et al.
Published: (2017)
by: Yu, Richard Ming Chuan, et al.
Published: (2017)
Transcriptome analysis of mRNA and miRNA in skeletal muscle indicates an important network for differential Residual Feed Intake in pigs
by: Jing, Lu, et al.
Published: (2015)
by: Jing, Lu, et al.
Published: (2015)
From the extracellular matrix to the microprocessor: Investigating the post-transcriptional regulation of miRNA-155 by tenascin-C
by: Dawson, Owen
Published: (2024)
by: Dawson, Owen
Published: (2024)
Evaluation of small extracellular vesicles isolation methods from human serum for downstream miRNA profiling
by: Yong, Ling Sou, et al.
Published: (2025)
by: Yong, Ling Sou, et al.
Published: (2025)
Glioma-derived miRNA-containing extracellular vesicles induce angiogenesis by reprogramming brain endothelial cells
by: Lucero, Rocco, et al.
Published: (2020)
by: Lucero, Rocco, et al.
Published: (2020)
Site directed mutagenesis of miRNA binding site
on the 3′-UTR of choline kinase alpha gene
by: Bnisallama, Faisal Fayez Saffah
Published: (2022)
by: Bnisallama, Faisal Fayez Saffah
Published: (2022)
MiRNA transcriptome profiling of spheroid-enriched cells with cancer stem cell properties in human breast MCF-7 cell line
by: Boo, Lily, et al.
Published: (2016)
by: Boo, Lily, et al.
Published: (2016)
ANXA1 inhibits miRNA-196a in a negative feedback loop through NF-kB and C-Myc to reduce breast cancer proliferation
by: Yuan, Y., et al.
Published: (2016)
by: Yuan, Y., et al.
Published: (2016)
Classification of cervical cancer using random forest
by: Bahirah, Mohd Bashah, et al.
Published: (2022)
by: Bahirah, Mohd Bashah, et al.
Published: (2022)
Similar Items
-
Evaluation of miRNA-based classifiers for cancer diagnosis
by: Razak, Eliza, et al.
Published: (2017) -
Evaluation of miRNA-based classifiers for cancer diagnosis
by: Razak, Eliza, et al.
Published: (2017) -
Cancer histopathologic subtypes prediction from miRNA expression data using pattern recognition
by: Razak, Eliza, et al.
Published: (2018) -
Ectopic miRNA network and the crosstalk between different signalling pathways during EMT and MET
by: Razak, Eliza, et al.
Published: (2016) -
Potential miRNAs for miRNA-based therapeutics in breast cancer
by: Wong, Jun Sheng, et al.
Published: (2020)