AIMC Topic: Brain

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Dual-pathway EEG model with channel attention for virtual reality motion sickness detection.

Journal of neuroscience methods Mar 12, 2025
BACKGROUND: Motion sickness has been a key factor affecting user experience in Virtual Reality (VR) and limiting the development of the VR industry. Accurate detection of Virtual Reality Motion Sickness (VRMS) is a prerequisite for solving the proble...
Humans Neural Networks, Computer Female Male Virtual Reality Brain Signal Processing, Computer-Assisted Electroencephalography Attention Motion Sickness Young Adult Adult
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Interpretable deep learning for deconvolutional analysis of neural signals.

Neuron Mar 12, 2025
The widespread adoption of deep learning to model neural activity often relies on "black-box" approaches that lack an interpretable connection between neural activity and network parameters. Here, we propose using algorithm unrolling, a method for in...
Corpus Striatum Thalamus Dopaminergic Neurons Models, Neurological Neurons Reward Animals Deep Learning Neural Networks, Computer Algorithms Brain
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Neuronal and therapeutic perspectives on empathic pain: A rational insight.

Neuropharmacology Mar 11, 2025
Empathy is the capacity to experience and understand the feelings of others, thereby playing a key role in a person's mental well-being essentially by promoting kindness and a sense of belongingness to the group. However, too much empathy may result ...
Humans Pain Management Pain Perception Empathy Brain Animals Pain
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Altered resting-state brain activity in patients with major depression disorder and bipolar disorder: A regional homogeneity analysis.

Journal of affective disorders Mar 11, 2025
BACKGROUND: Major Depressive Disorder (MDD) and Bipolar Disorder (BD) exhibit overlapping depressive symptoms, complicating their differentiation in clinical practice. Traditional neuroimaging studies have focused on specific regions of interest, but...
Brain Mapping Diagnosis, Differential Bipolar Disorder Support Vector Machine Magnetic Resonance Imaging Brain Female Adult Male Middle Aged Depressive Disorder, Major Humans
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A Novel Explainable Attention-Based Meta-Learning Framework for Imbalanced Brain Stroke Prediction.

Sensors (Basel, Switzerland) Mar 11, 2025
The accurate prediction of brain stroke is critical for effective diagnosis and management, yet the imbalanced nature of medical datasets often hampers the performance of conventional machine learning models. To address this challenge, we propose a n...
Deep Learning Stroke Attention Machine Learning Algorithms Brain Humans Artificial Intelligence
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A comprehensive interpretable machine learning framework for mild cognitive impairment and Alzheimer's disease diagnosis.

Scientific reports Mar 11, 2025
An interpretable machine learning (ML) framework is introduced to enhance the diagnosis of Mild Cognitive Impairment (MCI) and Alzheimer's disease (AD) by ensuring robustness of the ML models' interpretations. The dataset used comprises volumetric me...
Humans Machine Learning Brain Alzheimer Disease Neuroimaging Male Cognitive Dysfunction Magnetic Resonance Imaging Female Aged Aged, 80 and over
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Navigating artificial general intelligence development: societal, technological, ethical, and brain-inspired pathways.

Scientific reports Mar 11, 2025
This study examines the imperative to align artificial general intelligence (AGI) development with societal, technological, ethical, and brain-inspired pathways to ensure its responsible integration into human systems. Using the PRISMA framework and ...
Humans Artificial Intelligence Brain Decision Making
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DGEDDGAN: A dual-domain generator and edge-enhanced dual discriminator generative adversarial network for MRI reconstruction.

Magnetic resonance imaging Mar 8, 2025
Magnetic resonance imaging (MRI) as a critical clinical tool in medical imaging, requires a long scan time for producing high-quality MRI images. To accelerate the speed of MRI while reconstructing high-quality images with sharper edges and fewer ali...
Magnetic Resonance Imaging Generative Adversarial Networks Algorithms Brain Image Processing, Computer-Assisted Humans Neural Networks, Computer
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MCDGLN: Masked connection-based dynamic graph learning network for autism spectrum disorder.

Brain research bulletin Mar 7, 2025
Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by complex physiological processes. Previous research has predominantly focused on static cerebral interactions, often neglecting the brain's dynamic nature and the challen...
Nerve Net Male Magnetic Resonance Imaging Connectome Humans Neural Networks, Computer Autism Spectrum Disorder Brain
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Female autism categorization using CNN based NeuroNet57 and ant colony optimization.

Computers in biology and medicine Mar 7, 2025
Autism identification and classification using biomedical medical image analysis has advanced recently. Research shows autistic females have different phenotypic and age-related brain variations than males. Gender-specific hormones and genes affect a...
Humans Neural Networks, Computer Brain Female Adult Machine Learning Algorithms Autism Spectrum Disorder Magnetic Resonance Imaging Autistic Disorder Deep Learning Child
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