Künstliche Intelligenz in der Psychiatrie – ein Überblick

Predicting mental conditions based on “history of present illness” in psychiatric notes with deep neural networks

(2017) Tung Tran et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Alcoholism Detection by Data Augmentation and Convolutional Neural Network with Stochastic Pooling

(2017) Shui-Hua Wang et al.   JOURNAL OF MEDICAL SYSTEMS

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications

(2017) Sandra Vieira et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Refining diagnosis of Parkinson's disease with deep learning-based interpretation of dopamine transporter imaging

(2017) Hongyoon Choi et al.   NeuroImage-Clinical

Ecological momentary interventions in psychiatry

(2016) Inez Myin-Germeys et al.   CURRENT OPINION IN PSYCHIATRY

Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia

(2016) Junghoe Kim et al.   NEUROIMAGE

Identifying multimodal signatures associated with symptom clusters: the example of the IMAGEMEND project

(2016) Sophia Frangou et al.   World Psychiatry

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Language as a biomarker in those at high-risk for psychosis

(2015) M. Rosenstein et al.   SCHIZOPHRENIA RESEARCH

A meta-analysis of heart rate variability and neuroimaging studies: Implications for heart rate variability as a marker of stress and health

(2011) Julian F. Thayer et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Research Domain Criteria (RDoC): Toward a New Classification Framework for Research on Mental Disorders

(2010) Thomas Insel et al.   AMERICAN JOURNAL OF PSYCHIATRY

Natural human role in supervising complex control systems

(2009) Henry Hexmoor et al.   JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE