Diagnostic Accuracy of an Integrated AI Tool to Estimate Gestational Age from Blind Ultrasound Sweeps

Information Science, Artificial Intelligence, Medicine, Obstetrics and Gynecology, Medical Imaging,
integrated AI tool   gestational age estimation   diagnostic accuracy   blind ultrasound sweeps   low-resource settings   pregnancy care   obstetrical sonography  

Diagnostic Accuracy of AI Tools for Estimating Gestational Age Based on Blind Ultrasound Scanning Background Accurate estimation of gestational age (GA) is the foundation of good prenatal care, typically achieved through ultrasound examinations. However, many low-resource areas lack sufficient ultrasound equipment, making accurate GA estimation cha...

Face-Specific Activity in the Ventral Stream Visual Cortex Linked to Conscious Face Perception

Face-Specific Activity in the Ventral Stream Visual Cortex Linked to Conscious Face Perception

Information Science, Artificial Intelligence, Life Sciences, Biophysics,
face-specific   conscious face perception   ventral stream visual cortex   intracranial EEG   neural activity  

Exploring the Relationship between Face-Specific Activity and Conscious Face Perception Introduction Face perception is a fundamental cognitive process that enables humans to effectively identify faces in the environment, thus facilitating better social interactions. Extensive research has identified a specific region in the ventral visual cortex o...

Smart (Splitting‑Merging Assisted Reliable) Independent Component Analysis for Extracting Accurate Brain Functional Networks

Information Science, Computer Science, Artificial Intelligence, Medicine, Neurology, Medical Imaging,
independent component analysis   functional magnetic resonance imaging   brain functional networks   clustering   multi-model-order  

Smart Independent Component Analysis (SMART ICA): An Innovative Method for Extracting Accurate Brain Functional Networks Background Introduction In brain science research, Functional Networks (FNs) show great potential for understanding human brain function by exploring the integration and interaction relationships between different brain regions. ...

Quantitative expression of latent disease factors in individuals associated with psychopathology dimensions and treatment response

Quantitative expression of latent disease factors in individuals associated with psychopathology dimensions and treatment response

Information Science, Artificial Intelligence, Medicine, Psychiatry, Neurology, Clinical Psychology,
psychiatric comorbidity   latent disease factor   psychopathology dimension   treatment outcome   quantitative diagnosis  

Study on Quantitative Expression and Treatment Response of Latent Disease Factors Underlying Psychopathological Dimensions Revealed by Unsupervised Machine Learning Research Background Heterogeneity and comorbidity are prevalent in psychiatric diagnoses, posing challenges for precise diagnosis and personalized treatment. For instance, Autism Spectr...

Computational Modeling of the Prefrontal-Cingulate Cortex to Investigate the Role of Coupling Relationships for Balancing Emotion and Cognition

Computational Modeling of the Prefrontal-Cingulate Cortex to Investigate the Role of Coupling Relationships for Balancing Emotion and Cognition

Information Science, Computer Science, Medicine, Psychiatry, Neurology,
prefrontal cortex   cingulate cortex   computational modeling   coupling relationships   depression   emotion   cognition  

Computational Modeling of Prefrontal-Cingulate Coupling: Exploring Its Role in Balancing Emotion and Cognition Academic Background In recent years, emotional processing and cognitive control, which are crucial for maintaining normal social behavior and executive function, have attracted widespread attention. This study explores how the balance betw...

A Measure of Reliability Convergence to Select and Optimize Cognitive Tasks for Individual Differences Research

Information Science, Computer Science, Medicine, Psychiatry, Neurology, Clinical Psychology,
reliability   cognitive tasks   individual differences   psychology   brain-behavior relationship  

Academic Report Research Background In recent years, there has been growing interest in individual differences within the fields of psychology and cognitive neuroscience. However, many studies face a replication crisis, particularly evident in research exploring brain-behavior correlations. A key element for replicable individual differences resear...