iBEAT V2. 0: a multisite-applicable, deep learning-based pipeline for infant cerebral cortical surface reconstruction
The human cerebral cortex undergoes dramatic and critical development during early
postnatal stages. Benefiting from advances in neuroimaging, many infant brain magnetic …
postnatal stages. Benefiting from advances in neuroimaging, many infant brain magnetic …
Convergence of artificial intelligence and neuroscience towards the diagnosis of neurological disorders—a sco** review
Artificial intelligence (AI) is a field of computer science that deals with the simulation of
human intelligence using machines so that such machines gain problem-solving and …
human intelligence using machines so that such machines gain problem-solving and …
The OpenNeuro resource for sharing of neuroscience data
The sharing of research data is essential to ensure reproducibility and maximize the impact
of public investments in scientific research. Here, we describe OpenNeuro, a BRAIN …
of public investments in scientific research. Here, we describe OpenNeuro, a BRAIN …
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets
Every year, millions of brain MRI scans are acquired in hospitals, which is a figure
considerably larger than the size of any research dataset. Therefore, the ability to analyze …
considerably larger than the size of any research dataset. Therefore, the ability to analyze …
Deep learning for neuroimaging-based diagnosis and rehabilitation of autism spectrum disorder: a review
Abstract Accurate diagnosis of Autism Spectrum Disorder (ASD) followed by effective
rehabilitation is essential for the management of this disorder. Artificial intelligence (AI) …
rehabilitation is essential for the management of this disorder. Artificial intelligence (AI) …
Automatic autism spectrum disorder detection using artificial intelligence methods with MRI neuroimaging: A review
Autism spectrum disorder (ASD) is a brain condition characterized by diverse signs and
symptoms that appear in early childhood. ASD is also associated with communication …
symptoms that appear in early childhood. ASD is also associated with communication …
Assessment of human exposure to electromagnetic fields: Review and future directions
This article reviews recent standardization activities and scientific studies related to the
assessment of human exposure to electromagnetic fields (EMF). The differences of human …
assessment of human exposure to electromagnetic fields (EMF). The differences of human …
Modern methods of diagnostics and treatment of neurodegenerative diseases and depression
N Shusharina, D Yukhnenko, S Botman, V Sapunov… - Diagnostics, 2023 - mdpi.com
This paper discusses the promising areas of research into machine learning applications for
the prevention and correction of neurodegenerative and depressive disorders. These two …
the prevention and correction of neurodegenerative and depressive disorders. These two …
The ANTsX ecosystem for quantitative biological and medical imaging
Abstract The Advanced Normalizations Tools ecosystem, known as ANTsX, consists of
multiple open-source software libraries which house top-performing algorithms used …
multiple open-source software libraries which house top-performing algorithms used …
Realistic morphology-preserving generative modelling of the brain
Medical imaging research is often limited by data scarcity and availability. Governance,
privacy concerns and the cost of acquisition all restrict access to medical imaging data …
privacy concerns and the cost of acquisition all restrict access to medical imaging data …