AIMC Topic: Neurosciences

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From code to archetype: Toward a unified theory of biological, neural, and artificial artifacts.

Bio Systems Jun 9, 2025
Carl Jung's concept of archetypes as innate, universal structures of the human psyche finds surprising resonance with contemporary theories in Code Biology, neuroscience, and artificial intelligence. Archetypes, far from being metaphysical abstractio...
Brain Emotions Neurosciences Humans Artificial Intelligence
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Empowering Data Sharing in Neuroscience: A Deep Learning Deidentification Method for Pediatric Brain MRIs.

AJNR. American journal of neuroradiology May 2, 2025
BACKGROUND AND PURPOSE: Privacy concerns, such as identifiable facial features within brain scans, have hindered the availability of pediatric neuroimaging data sets for research. Consequently, pediatric neuroscience research lags adult counterparts,...
Infant, Newborn Young Adult Brain Neoplasms Humans Female Child Magnetic Resonance Imaging Data Anonymization Information Dissemination Male Deep Learning Neuroimaging Infant Adolescent Neurosciences Child, Preschool
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Unsupervised alignment in neuroscience: Introducing a toolbox for Gromov-Wasserstein optimal transport.

Journal of neuroscience methods Apr 14, 2025
BACKGROUND: Understanding how sensory stimuli are represented across different brains, species, and artificial neural networks is a critical topic in neuroscience. Traditional methods for comparing these representations typically rely on supervised a...
Brain Animals Unsupervised Machine Learning Humans Neurosciences Neural Networks, Computer
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Letters to the editor generated by AI in neuroscience: The role of neuroethics.

Neuroscience Mar 22, 2025
The letter to the editor (LTE) is a correspondence forum that allows a journal's readers to comment on published research and also publish data and arguments in a brief way. The LTE has vital functions as an accessible comment forum, including holdin...
Humans Artificial Intelligence Neurosciences
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Leveraging Artificial Intelligence to Reduce Neuroscience ICU Length of Stay.

Journal of healthcare management / American College of Healthcare Executives Mar 6, 2025
GOAL: Efficient patient flow is critical at Tampa General Hospital (TGH), a large academic tertiary care center and safety net hospital with more than 50,000 discharges and 30,000 surgical procedures per year. TGH collaborated with GE HealthCare Comm...
Intensive Care Units Length of Stay Efficiency, Organizational Humans Artificial Intelligence Neurosciences
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Bridging Neuroscience and Machine Learning: A Gender-Based Electroencephalogram Framework for Guilt Emotion Identification.

Sensors (Basel, Switzerland) Feb 17, 2025
This study explores the link between the emotion "guilt" and human EEG data, and investigates the influence of gender differences on the expression of guilt and neutral emotions in response to visual stimuli. Additionally, the stimuli used in the stu...
Sex Factors Neurosciences Guilt Support Vector Machine Emotions Electroencephalography Adult Male Humans Machine Learning Brain Female Young Adult
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Neuroevolution insights into biological neural computation.

Science (New York, N.Y.) Feb 14, 2025
This article reviews existing work and future opportunities in neuroevolution, an area of machine learning in which evolutionary optimization methods such as genetic algorithms are used to construct neural networks to achieve desired behavior. The ar...
Animals Brain Neurosciences Neurons Humans Language Biological Evolution Neural Networks, Computer Neural Pathways Machine Learning Algorithms
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Integrating neuroscience and artificial intelligence: EEG analysis using ensemble learning for diagnosis Alzheimer's disease and frontotemporal dementia.

Journal of neuroscience methods Jan 31, 2025
BACKGROUND: Alzheimer's disease (AD) and frontotemporal dementia (FTD) are both progressive neurological disorders that affect the elderly. Distinguishing between individuals suffering from these two diseases in the early stages can be quite challeng...
Signal Processing, Computer-Assisted Alzheimer Disease Frontotemporal Dementia Ensemble Learning Artificial Intelligence Neurosciences Humans Machine Learning Algorithms Female Aged Male Middle Aged Electroencephalography
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Claude, ChatGPT, Copilot, and Gemini performance versus students in different topics of neuroscience.

Advances in physiology education Jan 17, 2025
Despite extensive studies on large language models and their capability to respond to questions from various licensed exams, there has been limited focus on employing chatbots for specific subjects within the medical curriculum, specifically medical ...
Education, Medical, Undergraduate Neurosciences Educational Measurement Generative Artificial Intelligence Humans Curriculum Students, Medical
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Task relevant autoencoding enhances machine learning for human neuroscience.

Scientific reports Jan 8, 2025
In human neuroscience, machine learning can help reveal lower-dimensional neural representations relevant to subjects' behavior. However, state-of-the-art models typically require large datasets to train, and so are prone to overfitting on human neur...
Humans Neurosciences Brain Machine Learning Magnetic Resonance Imaging Algorithms Brain Mapping
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