Jordan Beardslee, Meagan Docherty, Edward Mulvey, Carol Schubert, Dustin Pardini
Childhood risk factors associated with adolescent gun carrying among Black and White males: An examination of self-protection, social influence, and antisocial propensity explanations
Law and human behavior
apply methods artificial intelligence machine learning protein dynamic bioinformatics rewrite sequences large protein data set containing folded intrinsically disordered molecules using representation developed previously encodes intrinsic dynamic properties naturally occurring amino acids fourier analyze resulting sequences demonstrated classification models built using several different supervised learning methods able successfully distinguish folded intrinsically disordered proteins sequence alone shown important sequence property discrimination sequence mobility sequence averaged value residuespecific average alpha carbon b factor agreement previous work demonstrated central role played sequence mobility protein dynamic bioinformatics biophysics finding opens path application dynamic bioinformatics combination machine learning algorithms range significant biomedical problems