Towards a brain‐based predictome of mental illness
Neuroimaging‐based approaches have been extensively applied to study mental illness in
recent years and have deepened our understanding of both cognitively healthy and …
recent years and have deepened our understanding of both cognitively healthy and …
Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research
By promising more accurate diagnostics and individual treatment recommendations, deep
neural networks and in particular convolutional neural networks have advanced to a …
neural networks and in particular convolutional neural networks have advanced to a …
Artificial intelligence and machine learning in emergency medicine
J Stewart, P Sprivulis, G Dwivedi - Emergency Medicine …, 2018 - Wiley Online Library
Interest in artificial intelligence (AI) research has grown rapidly over the past few years, in
part thanks to the numerous successes of modern machine learning techniques such as …
part thanks to the numerous successes of modern machine learning techniques such as …
A multimodal neuroimaging classifier for alcohol dependence
With progress in magnetic resonance imaging technology and a broader dissemination of
state-of-the-art imaging facilities, the acquisition of multiple neuroimaging modalities is …
state-of-the-art imaging facilities, the acquisition of multiple neuroimaging modalities is …
Predicting alcohol dependence from multi‐site brain structural measures
To identify neuroimaging biomarkers of alcohol dependence (AD) from structural magnetic
resonance imaging, it may be useful to develop classification models that are explicitly …
resonance imaging, it may be useful to develop classification models that are explicitly …
Volumetric prefrontal cortex alterations in patients with alcohol dependence and the involvement of self‐control
Background Aspects of self‐control such as sensation seeking and impaired impulse control
have been implicated in alcohol dependence (ALC). Conversely, sensation seeking has …
have been implicated in alcohol dependence (ALC). Conversely, sensation seeking has …
Alcohol and brain structure across the lifespan: A systematic review of large‐scale neuroimaging studies
Alcohol exposure affects brain structure, but the extent to which its effects differ across
development remains unclear. Several countries are considering changes to recommended …
development remains unclear. Several countries are considering changes to recommended …
Novel machine learning identifies brain patterns distinguishing diagnostic membership of human immunodeficiency virus, alcoholism, and their comorbidity of …
E Adeli, NM Zahr, A Pfefferbaum, EV Sullivan… - Biological Psychiatry …, 2019 - Elsevier
The incidence of alcohol use disorder (AUD) in human immunodeficiency virus (HIV)
infection is twice that of the rest of the population. This study documents complex …
infection is twice that of the rest of the population. This study documents complex …
Cue‐induced effects on decision‐making distinguish subjects with gambling disorder from healthy controls
While an increased impact of cues on decision‐making has been associated with substance
dependence, it is yet unclear whether this is also a phenotype of non‐substance‐related …
dependence, it is yet unclear whether this is also a phenotype of non‐substance‐related …
Neural correlates of cue‐induced changes in decision‐making distinguish subjects with gambling disorder from healthy controls
In addiction, there are few human studies on the neural basis of cue‐induced changes in
value‐based decision making (Pavlovian‐to‐instrumental transfer, PIT). It is especially …
value‐based decision making (Pavlovian‐to‐instrumental transfer, PIT). It is especially …