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

New Challenges and Future Perspectives in Brain Imaging Methods

Nico Sollmann, Dahua Yu, Kai-Hsiang Chuang

Frontiers Media SA

Science Neuroscience Brain Imaging Methods

Keywords: methods,­Brain,­imaging,­Brain Imaging Methods,­techniques,­experimental,­Neuroscience,­Protocols,­Advanced,­Synthetic images,­machine learning,­Radiomics,­functional imaging,­Neurosurgery,­Neurology

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

Artificial intelligence-based computer-aided diagnosis applications for brain disorders from medical imaging data, volume II

Ahmed Shalaby, Fahmi Khalifa, Ahmed Soliman, Ahmed Refaey Hussein, Mohamed Abdelazim, Safa Elaskary

Frontiers Media SA

Science Neuroscience Neuroinformatics

Keywords: machine learning,­AI,­MRI,­deep learning,­autism,­Alzheimer's,­Brain,­parkinson's

Demonstrating quality control (QC) procedures in fMRI

Paul A. Taylor, Jo Etzel, Daniel R. Glen, Richard Craig Reynolds

Frontiers Media SA

Science Neuroscience Brain Imaging Methods

Keywords: fMRI,­Quality control,­Neuroimaging

From raw MEG/EEG to publication: How to perform MEG/EEG group analysis with free academic software

Vladimir Litvak, Arnaud Delorme, Francois Tadel, Alexandre Gramfort, Robert Oostenveld, Srikantan S Nagarajan

Frontiers Media SA

Science Neuroscience Brain Imaging Methods

Keywords: Magnetoencephalography (MEG),­Electroencephalography (EEG),­Open Data,­Group analysis,­good practice,­academic software

Dynamic Functional Connectivity in Neuropsychiatric Disorders: Methods and Applications, volume II

Zaixu Cui, Feng Liu, Wenbin Guo, Yuqi Cheng, Zhifen Liu

Frontiers media SA

Neuropsychiatric disorders have a huge impact on individuals, families and societies. However, the...

Science Neuroscience Brain Imaging Methods

Keywords: structural MRI,­functional MRI,­cognitive deficits,­Depression,­Anxiety