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Ramroach S, Joshi A, John M. Optimisation of cancer classification by machine learning generates an enriched list of candidate drug targets and biomarkers. Mol Omics 2020; 16:113-125. [PMID: 32095794 DOI: 10.1039/c9mo00198k] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
A novel list of potential biomarkers was generated from RNA-seq expression data and used to optimise cancer classification.
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Affiliation(s)
- Sterling Ramroach
- Department of Electrical and Computer Engineering
- University of the West Indies
- Saint Augustine
- Trinidad and Tobago
| | - Ajay Joshi
- Department of Electrical and Computer Engineering
- University of the West Indies
- Saint Augustine
- Trinidad and Tobago
| | - Melford John
- Department of Pre-Clinical Sciences
- University of the West Indies
- Saint Augustine
- Trinidad and Tobago
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Golestan Hashemi FS, Razi Ismail M, Rafii Yusop M, Golestan Hashemi MS, Nadimi Shahraki MH, Rastegari H, Miah G, Aslani F. Intelligent mining of large-scale bio-data: Bioinformatics applications. BIOTECHNOL BIOTEC EQ 2017. [DOI: 10.1080/13102818.2017.1364977] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Affiliation(s)
- Farahnaz Sadat Golestan Hashemi
- Plant Genetics, AgroBioChem Department, Gembloux Agro-Bio Tech, University of Liege, Liege, Belgium
- Laboratory of Food Crops, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Mohd Razi Ismail
- Laboratory of Food Crops, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
- Department of Crop Science, Faculty of Agriculture, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Mohd Rafii Yusop
- Laboratory of Food Crops, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
- Department of Crop Science, Faculty of Agriculture, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Mahboobe Sadat Golestan Hashemi
- Department of Software Engineering, Faculty of Computer Engineering, Najafabad Branch, Islamic Azad University, Isfahan,Iran
- Big Data Research Center, Najafabad Branch, Islamic Azad University, Isfahan, Iran
| | - Mohammad Hossein Nadimi Shahraki
- Department of Software Engineering, Faculty of Computer Engineering, Najafabad Branch, Islamic Azad University, Isfahan,Iran
- Big Data Research Center, Najafabad Branch, Islamic Azad University, Isfahan, Iran
| | - Hamid Rastegari
- Department of Software Engineering, Faculty of Computer Engineering, Najafabad Branch, Islamic Azad University, Isfahan,Iran
| | - Gous Miah
- Laboratory of Food Crops, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Farzad Aslani
- Department of Crop Science, Faculty of Agriculture, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
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