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ABSTRACT:
SUBMITTER: de la Vega de Leon A
PROVIDER: S-EPMC5964064 | biostudies-literature | 2018 May
REPOSITORIES: biostudies-literature
de la Vega de León Antonio A Chen Beining B Gillet Valerie J VJ
Journal of cheminformatics 20180522 1
There has been a growing interest in multitask prediction in chemoinformatics, helped by the increasing use of deep neural networks in this field. This technique is applied to multitarget data sets, where compounds have been tested against different targets, with the aim of developing models to predict a profile of biological activities for a given compound. However, multitarget data sets tend to be sparse; i.e., not all compound-target combinations have experimental values. There has been littl ...[more]