Ten quick tips for machine learning in computational biology

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From From Advanced Molecular Detection Clips Database

This database includes published scientific literature, popular press articles, tools, and databases on the emerging role of pathogen genomics and host-pathogen interactions in infectious disease control and prevention. It includes information on methods, evolution and pathogenicity, detection and diagnosis, outbreaks, epidemiology and transmission, antimicrobials, and vaccines and host-pathogen interactions.

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• Ten quick tips for machine learning in computational biology  
  Chicco D. BioData Mining, Dec 8, 2017. Chicco D. BioData Mining, Dec 8, 2017.
• Patchy promiscuity: machine learning applied to predict the host specificity of Salmonella enterica and Escherichia coli.  
  Lupolova Nadejda et al. Microbial genomics 2017 Oct (10) e000135 Lupolova Nadejda et al. Microbial genomics 2017 Oct (10) e000135
• Impact of Clinical Parameters in the Intrahost Evolution of HIV-1 Subtype B in Pediatric Patients: A Machine Learning Approach. 
  Rojas Sánchez Patricia et al. Genome biology and evolution 2017 Oct (10) 2715-2726 Rojas Sánchez Patricia et al. Genome biology and evolution 2017 Oct (10) 2715-2726
• A review on machine learning principles for multi-view biological data integration.  
  Li Yifeng et al. Briefings in bioinformatics 2016 Dec Li Yifeng et al. Briefings in bioinformatics 2016 Dec
• Evaluation of Machine Learning and Rules-Based Approaches for Predicting Antimicrobial Resistance Profiles in Gram-negative Bacilli from Whole Genome Sequence Data.  
  Pesesky Mitchell W et al. Frontiers in microbiology 2016 1887 Pesesky Mitchell W et al. Frontiers in microbiology 2016 1887

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