Automating the Integration of Clinical Studies into Medical Ontologies. - Mark Roantree; Jim O'Donoghue; Noel E. O'Kelly; Martin van Boxtel; Sebastian Köhler 003 (HICSS, 2014)

A Framework for Selecting Deep Learning Hyper-parameters. - Jim O'Donoghue; Mark Roantree (BICOD, 2015)

A Configurable Deep Network for high-dimensional clinical trial data. - Jim O'Donoghue; Mark Roantree; Martin van Boxtel (IJCNN, 2015)

Anomaly and Event Detection for Unsupervised Athlete Performance Data. - Jim O'Donoghue; Mark Roantree; Bryan Cullen; Niall Moyna; Conor O. Sullivan; Andrew McCarren (LWA, 2015)

A Toolkit for Analysis of Deep Learning Experiments. - Jim O'Donoghue; Mark Roantree (IDA, 2016)

Variable interactions in risk factors for dementia. - Jim O'Donoghue; Mark Roantree; Andrew McCarren (RCIS, 2016)

Mapping longitudinal studies to risk factors in an ontology for dementia. - Mark Roantree; Jim O'Donoghue; Noel E. O'Kelly; Maria E. Pierce; Kate Irving; Martin van Boxtel; Sebastian Köhler 003 (Health Informatics J., 2016)

Detecting Feature Interactions in Agricultural Trade Data Using a Deep Neural Network. - Jim O'Donoghue; Mark Roantree; Andrew McCarren (DaWaK, 2017)