Multi-class BCGA-ELM based classifier that identifies biomarkers associated with hallmarks of cancer

• Main Authors: Sachnev, Vasily, Saraswathi, Saras, Niaz, Rashid, Kloczkowski, Andrzej, Suresh, Sundaram
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2015
• Subjects: DRNTU::Science::Medicine::Biomedical engineering
• Online Access: https://hdl.handle.net/10356/105696; http://hdl.handle.net/10220/26054
• Institution: Nanyang Technological University

Background: Traditional cancer treatments have centered on cytotoxic drugs and general purpose chemotherapy that may not be tailored to treat specific cancers. Identification of molecular markers that are related to different types of cancers might lead to discovery of drugs that are patient and dis...