Deep learning based automatic diagnosis of first-episode psychosis, bipolar disorder and healthy controls

A novel CNN Based Alzheimer’s Disease Classification using Hybrid Enhanced ICA Segmented Gray Matter of MRI

(2020) Shaik Basheera et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Application of Diagnostic Interview for Internet Addiction (DIA) in Clinical Practice for Korean Adolescents

(2019) Hyera Ryu et al.   Journal of Clinical Medicine

Classification of schizophrenia and normal controls using 3D convolutional neural network and outcome visualization

(2019) Kanghan Oh et al.   SCHIZOPHRENIA RESEARCH

Care of patients with schizophrenia in the community

(2018) Sarinrut Juntapim et al.   ARCHIVES OF PSYCHIATRIC NURSING

Machine learning classification of first-episode schizophrenia spectrum disorders and controls using whole brain white matter fractional anisotropy

(2018) Pavol Mikolas et al.   BMC Psychiatry

Deep Belief Networks for Electroencephalography: A Review of Recent Contributions and Future Outlooks

(2018) Faezeh Movahedi et al.   IEEE Journal of Biomedical and Health Informatics

RACE-net: A Recurrent Neural Network for Biomedical Image Segmentation

(2018) Arunava Chakravarty et al.   IEEE Journal of Biomedical and Health Informatics

Image super-resolution using progressive generative adversarial networks for medical image analysis

(2018) Dwarikanath Mahapatra et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Using Machine Learning and Structural Neuroimaging to Detect First Episode Psychosis: Reconsidering the Evidence

(2018) Sandra Vieira et al.   SCHIZOPHRENIA BULLETIN

Deep Learning-Inspired Message Passing Algorithm for Efficient Resource Allocation in Cognitive Radio Networks

(2018) Miao Liu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Neuroimaging in Blast-Related Mild Traumatic Brain Injury

(2017) Weiya Mu et al.   JOURNAL OF HEAD TRAUMA REHABILITATION

Automatic Estimation of Fetal Abdominal Circumference from Ultrasound Images

(2017) Jaeseong Jang et al.   IEEE Journal of Biomedical and Health Informatics

Discriminative analysis of schizophrenia using support vector machine and recursive feature elimination on structural MRI images

(2016) Xiaobing Lu et al.   MEDICINE

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

Using deep belief network modelling to characterize differences in brain morphometry in schizophrenia

(2016) Walter H. L. Pinaya et al.   Scientific Reports

Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning

(2014) Wenhao Huang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Patterns of Gray Matter Abnormalities in Schizophrenia Based on an International Mega-analysis

(2014) Cota Navin Gupta et al.   SCHIZOPHRENIA BULLETIN

Can structural MRI aid in clinical classification? A machine learning study in two independent samples of patients with schizophrenia, bipolar disorder and healthy subjects

(2013) Hugo G. Schnack et al.   NEUROIMAGE

Rethinking schizophrenia in the context of normal neurodevelopment

(2013) Vibeke S. Catts et al.   Frontiers in Cellular Neuroscience

Automatic Bayesian Classification of Healthy Controls, Bipolar Disorder, and Schizophrenia Using Intrinsic Connectivity Maps From fMRI Data

(2010) J I Arribas et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

From maps to mechanisms through neuroimaging of schizophrenia

(2010) Andreas Meyer-Lindenberg   NATURE

Gray matter, white matter, brain, and intracranial volumes in first-episode bipolar disorder: a meta-analysis of magnetic resonance imaging studies

(2009) Antonio Vita et al.   BIPOLAR DISORDERS