[HTML][HTML] Expert–Novice level classification using graph convolutional network introducing confidence-aware node-level attention mechanism

T Seino, N Saito, T Ogawa, S Asamizu, M Haseyama - Sensors, 2024‏ - mdpi.com
In this study, we propose a classification method of expert–novice levels using a graph
convolutional network (GCN) with a confidence-aware node-level attention mechanism. In …

[HTML][HTML] Engagement Recognition Using a Multi-Domain Feature Extraction Method Based on Correlation-Based Common Spatial Patterns

G Xu, Z Wang, T Xu, T Zhou, H Hu - Applied Sciences, 2023‏ - mdpi.com
Engagement ability plays a fundamental role in allocating attentional resources and helps
us perform daily tasks efficiently. Therefore, it is of great importance to recognize …

[HTML][HTML] Neurocognitive correlates of clinical decision making: a pilot study using electroencephalography

S Toy, SB Shafiei, S Ozsoy, J Abernathy, E Bozdemir… - Brain Sciences, 2023‏ - mdpi.com
The development of sound clinical reasoning, while essential for optimal patient care, can
be quite an elusive process. Researchers typically rely on a self-report or observational …

Multimodal Assessment in Clinical Simulations: A Guide for Moving Towards Precision Education

D Schwengel, I Villagrán, G Miller, C Miranda… - Medical Science …, 2024‏ - Springer
Technological advances and cutting-edge data analytics approaches give new prospects for
using multimodal assessments in simulation-based medical education. These multimodal …

Pathologists aren't pigeons: exploring the neural basis of visual recognition and perceptual expertise in pathology

SJ Anderson, AL Warren, N Abdullayeva… - Advances in Health …, 2023‏ - Springer
Visual (perceptual) reasoning is a critical skill in many medical specialties, including
pathology, diagnostic imaging, and dermatology. However, in an ever-compressed medical …

[PDF][PDF] Metacognitive Regulation: Implications for Reading & Literacy

K Olaskiewicz, W Gribbons - 2023‏ - researchgate.net
Have you ever read a passage and wondered if you were correctly interpreting the author's
meaning? Odds are you have, and if so, you've engaged in metacognition. Colloquially …