Dominic Dwyer

The promise of machine learning in predicting treatment outcomes in psychiatry

Adam M. Chekroud, Julia Bondar, Jaime Delgadillo et al. · World Psychiatry · 2021 · 498 citations · Full text

Computing, Data Science, Psychiatry +14

Prediction Models of Functional Outcomes for Individuals in the Clinical High-Risk State for Psychosis or With Recent-Onset Depression

Nikolaos Koutsouleris, Lana Kambeitz‐Ilankovic, Stephan Ruhrmann et al. · JAMA Psychiatry · 2018 · 333 citations · Full text

Nursing, Psychiatry, Psychology +17

Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning

Ganesh B. Chand, Dominic Dwyer, Güray Erus et al. · Brain · 2020 · 276 citations · Full text

Medicine, Neuroscience, Psychiatry +16

Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression

Nikolaos Koutsouleris, Dominic Dwyer, Franziska Degenhardt et al. · JAMA Psychiatry · 2020 · 263 citations · Full text

Medicine, Psychiatry, Adult Psychiatry +16

Being liked activates primary reward and midline self‐related brain regions

Christopher G. Davey, Nicholas B. Allen, Ben J. Harrison et al. · Human Brain Mapping · 2009 · 154 citations · Full text

Social Sciences, Neuroscience, Psychology +14