Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data

по Koutsoukas, Alexios, Monaghan, Keith J., Li, Xiaoli, Huan, Jun
Опубликовано в: J Cheminform (2017)

Relating GPCRs pharmacological space based on ligands chemical similarities

по Koutsoukas, Alexios, Torella, Rubben, Drakakis, George, Bender, Andreas, Glen, Robert C
Опубликовано 2013

Using machine learning techniques for rationalising phenotypic readouts from a rat sleeping model

по Drakakis, Georgios, Koutsoukas, Alexios, Brewerton, Suzanne Clare, Evans, David DE, Bender, Andreas
Опубликовано 2013

Annotating targets with pathways: extending approaches to mode of action analysis

по Liggi, Sonia, Koutsoukas, Alexios, Motamedi, Yasaman Kalantar, Glen, Robert C, Bender, Andreas
Опубликовано 2013

Experimental validation of in silico target predictions on synergistic protein targets

по Cortes-Ciriano, Isidro, Koutsoukas, Alexios, Abian, Olga, Bender, Andreas, Velazquez-Campoy, Adrian
Опубликовано 2013

Chemogenomics approaches to rationalising compound action of traditional Chinese and Ayurvedic medicines

по Fauzi, Fazlin Mohd, Koutsoukas, Alexios, Lowe, Rob, Joshi, Kalpana, Fan, Tai-Ping, Bender, Andreas
Опубликовано 2013

Linking Ayurveda and Western medicine by integrative analysis

по Fauzi, Fazlin Mohd, Koutsoukas, Alexios, Lowe, Robert, Joshi, Kalpana, Fan, Tai-Ping, Glen, Robert C., Bender, Andreas
Опубликовано 2013

Improving the prediction of organism-level toxicity through integration of chemical, protein target and cytotoxicity qHTS data

по Allen, Chad H. G., Koutsoukas, Alexios, Cortés-Ciriano, Isidro, Murrell, Daniel S., Malliavin, Thérèse E., Glen, Robert C., Bender, Andreas
Опубликовано в: Toxicol Res (Camb) (2016)