Deep Learning Methods and Applications in Brain Imaging for the Diagnosis of Neurological and Psychiatric Disorders

Hao Zhang, Da Ma, Lei Wang

Frontiers Media SA

Brain imaging has been successfully used to generate image-based biomarkers for various...

Science Neuroscience Brain Imaging Methods

Keywords: brain imaging,­Neuroimaging,­deep learning,­Disease diagnosis,­Image-based biomarkers

Insights in Brain Imaging Methods: 2023

Xi-Nian Zuo, Federico Giove, Vince D. Calhoun

Frontiers Media SA

Following on from the success of Insights in Brain Imaging Methods: 2021, we would like to further...

Science Neuroscience Brain Imaging Methods

Keywords: Neuroimaging,­Novel methods,­insights,­brain imaging,­Analysis; Data,­Code; Protocols

Novel Brain Imaging Methods for the Aid of Neurological and Neuropsychiatric Disorders

Takao Yamasaki, Zhiyong Zhao

Frontiers Media SA

This Research Topic aims to highlight the latest experimental techniques and methods used to aid in...

Science Neuroscience Brain Imaging Methods

Keywords: Brain Imaging Methods,­Neuroimaging,­Cutting edge,­novel,­Disease,­Classification

Diffusion-Weighted MR Imaging (DW-MRI) and Diffusion-Weighted MR Spectroscopy (DW-MRS)

Maryam Afzali, Lars Mueller, André Döring, Clemence Ligneul, Chloe Najac, Itamar Ronen

Frontiers Media SA

Magnetic Resonance Imaging (MRI) is a unique technique that provides tissue-specific contrast...

Science Neuroscience Brain Imaging Methods

Keywords: Diffusion,­MRI,­spectroscopy,­Metabolites,­microstructure,­Brain,­body

Probing Brain-Behavior Relationship with Multimodal Imaging: Methods and Clinical Applications

Bin Jing, Yingying Tang, Yoonmi Hong, Ye Wu

Frontiers Media SA

Nowadays, exploring the brain-behavior relationship via MRI, EEG, fNIRS, and MEG has become a...

Science Neuroscience Brain Imaging Methods

Keywords: Brain-behavior relationship,­NeuroImage,­machine learning,­multimodal fusion,­deep learning,­neurodevelopment,­neurodegeneration

Advanced Machine Learning Approaches for Brain Mapping

Dajiang Zhu, Shu Zhang, Xi Jiang, Dingwen Zhang

Frontiers Media SA

Brain mapping is dedicated to using brain imaging techniques such as MRI, CT, PET, EEG, and fNIRS...

Science Neuroscience Brain Imaging Methods

Keywords: Brain Mapping,­Deep learning-based analysis,­brain connectivity,­computer-aided diagnosis,­brain parcellation

Ear-Centered Sensing: From Sensing Principles to Research and Clinical Devices, Volume II

Martin Georg Bleichner, Preben Kidmose, Jérémie Voix

Frontiers Media SA

This Research Topic is part of the Ear-Centered Sensing: From Sensing Principles to Research and...

Science Neuroscience Auditory Cognitive Neuroscience

Keywords: Electroencephalography,­Eye-tracking,­Physical measurements,­mHealth,­Bio-signal acquisition

Generative AI for brain imaging and brain network construction

Shuqiang Wang, Fei He, Yong Hu, Zhiguo Zhang

Frontiers Media SA

Science Neuroscience Brain Imaging Methods

Keywords: Generative AI,­brain imaging,­Brain network construction

Neuroimaging of Brain Structure-Function Coupling Mechanism in Neuropsychiatric Disorders

Junghun Cho, Han Lv, Lingfei Guo, Hongwei Wen, Jing Li

Frontiers Media SA

Science Neuroscience Brain Imaging Methods

Keywords: neuropsychiatric disorders,­Structure-function coupling,­Brain,­Neuroimaging,­Cerebral oxygen metabolism