AIMC Topic: Neurosciences

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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,...
Information Dissemination Neuroimaging Neurosciences Child Magnetic Resonance Imaging Data Anonymization Brain Neoplasms Male Infant Deep Learning Adolescent Child, Preschool Female Infant, Newborn Young Adult Humans
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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...
Animals Unsupervised Machine Learning Neurosciences Humans Neural Networks, Computer Brain
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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...
Guilt Sex Factors Neurosciences Young Adult Adult Male Support Vector Machine Emotions Electroencephalography Machine Learning Brain Female Humans
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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...
Humans Neural Networks, Computer Biological Evolution Language Animals Neural Pathways Neurons Neurosciences Machine Learning Algorithms Brain
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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...
Machine Learning Algorithms Female Aged Frontotemporal Dementia Male Ensemble Learning Middle Aged Electroencephalography Neurosciences Signal Processing, Computer-Assisted Alzheimer Disease Humans Artificial Intelligence
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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...
Neurosciences Humans Brain Machine Learning Magnetic Resonance Imaging Algorithms Brain Mapping
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Low-Cost Approaches in Neuroscience to Teach Machine Learning Using a Cockroach Model.

eNeuro Dec 17, 2024
In an effort to increase access to neuroscience education in underserved communities, we created an educational program that utilizes a simple task to measure place preference of the cockroach () and the open-source free software, SLEAP Estimates Ani...
Cockroaches Behavior, Animal Animals Machine Learning Male Neurosciences Nicotine
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