4.5 Article

Classification of schizophrenia-associated brain regions in resting-state fMRI

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Psychiatry

Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series

Weizheng Yan et al.

Summary: This study proposes a framework for the classification and clustering of psychiatric disorders using brain imaging data. They developed a new multi-scale recurrent neural network model and successfully achieved multi-class classification of mental illnesses, visualizing the differences between different disorders. They also identified biomarkers related to the classification.

SCHIZOPHRENIA RESEARCH (2022)

Review Neurosciences

Building better biomarkers: brain models in translational neuroimaging

Choong-Wan Woo et al.

NATURE NEUROSCIENCE (2017)

Review Psychology, Clinical

Functional Brain Connectivity Using fMRI in Aging and Alzheimer's Disease

Emily L. Dennis et al.

NEUROPSYCHOLOGY REVIEW (2014)

Review Neurosciences

Resting State Functional Connectivity in Preclinical Alzheimer's Disease

Yvette I. Sheline et al.

BIOLOGICAL PSYCHIATRY (2013)

Article Geochemistry & Geophysics

Classification of hyperspectral remote sensing images with support vector machines

F Melgani et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2004)