Multi-dimensional characterization of neuropsychiatric disorders

Peng Wang, Jinglei Lv, Xiang Li, Shijie Zhao

Frontiers Media SA

Science Neuroscience Brain Imaging Methods

Keywords: neuropsychiatric disorders,­Algorithms,­MRI,­EEG,­MEG,­NIRS

Improving Diagnosis, Treatment, and Prognosis of Neuropsychiatric Disorders by Leveraging Neuroimaging-based Machine Learning

Baojuan Li, Hongbing Lu, Yu-Feng Zang, Hui Shen, Qiuyun Fan

Frontiers Media SA

Health Neurology Applied Neuroimaging

Keywords: machine learning,­Neuroimaging,­precision medicine,­Neurological Diseases,­Psychiatric diseases

Cerebrovascular imaging — from micro- to macroscopic scales

Chengcheng Zhu, Danny J. J. Wang, Mickael Tanter, Zhaoyang Fan, Song Hu, Umar Sadat

Frontiers Media SA

Science Neuroscience Brain Imaging Methods

Keywords: Stroke,­Vascular cognitive impairment and dementia,­MRI,­optical imaging; ultrasound imaging

Deep Learning for Neurological Disorders in Children

Saman Sargolzaei, Ali Fatemi, Fahimeh Mamashli, Anna Farzindar, Yalda Mohsenzadeh, Arman Sargolzaei

Frontiers Media SA

Science Neuroscience Computational Neuroscience

Keywords: deep learning,­Neurological Disorder,­Children,­ADHD,­ASD,­Cerebral Palsy,­Epilepsy,­Traumatic Brain Injury

Advanced Imaging and Mapping in Brain Tumors

Nico Sollmann, Alexandra Golby, Sandro M. Krieg

Frontiers Media SA

Health Neurology Neuro-Oncology and Neurosurgical Oncology

Advances in the Imaging Techniques of Radiologically subtle CNS Disorders

Ahmad Raza Khan, Maryam Ardalan, Brian Hansen, Syed Shadab Raza

Frontiers Media SA

Science Neuroscience Neurodegeneration

Keywords: Neuroimaging,­PET,­MRS,­CT,­CNS,­Radiogically subtle,­MRI

Machine Learning in Neuroscience, Volume II

Reza Lashgari, Ali Ghazizadeh, Babak A. Ardekani, Hamid R. Rabiee

Frontiers Media SA

Science Neuroscience Brain Imaging Methods

Keywords: machine learning,­deep learning,­Image and Signal Processing,­Brain Functional Modeling,­computational neuroscience,­artificial intelligence

Advanced computational strategies to tackle human complex diseases

Kaijian Xia, Yizhang Jiang, Yu-Dong Zhang, Mohammad Khosravi, Yuanpeng Zhang

Frontiers Media SA

Genetic underpinnings of human complex diseases are highly polygenic, comprising hundreds or...

Science Aging Neuroscience

Keywords: Computational Intelligence,­Brain imaging processing,­deep learning,­Transfer Learning

Women in Neuroscience

Marie-Ève Tremblay, Corette J. Wierenga, Elizabeth B. Torres, Liana Fattore, Arianna Maffei, Michela Chiappalone

Frontiers Media SA

Science Neuroscience Auditory Cognitive Neuroscience

Keywords: Women,­Neuroscience,­stem