Protein network-based Lasso regression model for the construction of disease-miRNA functional interactions Computational methods for biomarker discovery and systems biology research

Eurasip Journal on Bioinformatics and Systems Biology

Volumn 2013, Issue 1, 2013, Pages

  Qabaja, Ala ^a   Alshalalfa, Mohammed ^a,b   Bismar, Tarek A ^a   Alhajj, Reda ^a  

^a UNIVERSITY OF CALGARY   (Canada)

^b PALESTINE POLYTECHNIC UNIVERSITY   (Palestine)

Author keywords

Disease; miRNA; Protein interactions; Regression modeling; Systems biology

Indexed keywords

DATA MINING; DIAGNOSIS; DISEASES; GENES; INTEGRATED CONTROL; MATHEMATICAL MODELS; PROTEINS; REGRESSION ANALYSIS;

COMPUTATIONAL PREDICTIONS; FUNCTIONAL ASSOCIATIONS; FUNCTIONAL INTERACTION; MICROARRAY EXPERIMENTS; MIRNA; PROTEIN INTERACTION; REGRESSION MODEL; SYSTEMS BIOLOGY;

RNA;

BIOLOGICAL MARKER; MICRORNA;

AREA UNDER THE CURVE; ARTICLE; CANCER PROGNOSIS; CELL STRAIN LNCAP; CONTROLLED STUDY; DISEASE ASSOCIATION; FUNCTIONAL DISEASE; GENE EXPRESSION; GENE INTERACTION; GENETIC ASSOCIATION; HUMAN; LASSO REGRESSION MODEL; MICROARRAY ANALYSIS; NUCLEOTIDE SEQUENCE; PROSTATE CANCER; RECEIVER OPERATING CHARACTERISTIC; REGRESSION ANALYSIS;

EID: 84887111173     PISSN: 16874145     EISSN: 16874153     Source Type: Journal    
DOI: 10.1186/1687-4153-2013-3     Document Type: Article

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