Browse Illinois Research and Scholarship (Open Community) by Subject "Gene expression"

  • Knowledge-guided analysis of "omics" data using the KnowEnG cloud platform 
    Blatti, Charles, III; Emad, Amin; Berry, Matthew J.; Gatzke, Lisa; Epstein, Milt; Lanier, Daniel; Rizal, Pramod; Ge, Jing; Liao, Xiaoxia; Sobh, Omar; Lambert, Mike; Post, Corey S.; Xiao, Jinfeng; Groves, Peter; Epstein, Aidan T.; Chen, Xi; Srinivasan, Subhashini; Lehnert, Erik; Kalari, Krishna R.; Wang, Liewei; Weinshilboum, Richard M.; Song, Jun S.; Jongeneel, C. Victor; Han, Jiawei; Ravaioli, Umberto; Sobh, Nahil; Bushell, Colleen B.; Sinha, Saurabh (Public Library of Science (PLoS), 2020-01-23)
    We present Knowledge Engine for Genomics (KnowEnG), a free-to-use computational system for analysis of genomics data sets, designed to accelerate biomedical discovery. It includes tools for popular bioinformatics tasks ...

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  • Tissue-guided LASSO for prediction of clinical drug response using preclinical samples 
    Huang, Edward W.; Bhope, Ameya; Lim, Jing; Sinha, Saurabh; Emad, Amin (PLoS, 2020-01-22)
    Prediction of clinical drug response (CDR) of cancer patients, based on their clinical and molecular profiles obtained prior to administration of the drug, can play a significant role in individualized medicine. Machine ...

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