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Loosely controlled experimental EEG datasets for higher-order cognitions in design and creativity tasks

Author(s): Zangeneh Soroush M; Zhao M; Jia W; Zeng Y;

Understanding neural mechanisms in design and creativity processes remains a challenging endeavor. To address this gap, we present two electroencephalography (EEG) datasets recorded in design and creativity experiments. We have discussed the details, simila ...

Article GUID: 38152489


Design Principles in mHealth Interventions for Sustainable Health Behavior Changes: Protocol for a Systematic Review

Author(s): Yang L; Kuang A; Xu C; Shewchuk B; Singh S; Quan H; Zeng Y;

Background: In recent years, mHealth has increasingly been used to deliver behavioral interventions for disease prevention and self-management. Computing power in mHealth tools can provide unique functions beyond conventional interventions ...

Article GUID: 36811938


Reinforcement learning for automatic quadrilateral mesh generation: A soft actor-critic approach

Author(s): Pan J; Huang J; Cheng G; Zeng Y;

This paper proposes, implements, and evaluates a reinforcement learning (RL)-based computational framework for automatic mesh generation. Mesh generation plays a fundamental role in numerical simulations in the area of computer aided design and engineering ...

Article GUID: 36375347


Developing EMR-based algorithms to Identify hospital adverse events for health system performance evaluation and improvement: Study protocol

Author(s): Wu G; Eastwood C; Zeng Y; Quan H; Long Q; Zhang Z; Ghali WA; Bakal J; Boussat B; Flemons W; Forster A; Southern DA; Knudsen S; Popowich B; X ...

Background: Measurement of care quality and safety mainly relies on abstracted administrative data. However, it is well studied that administrative data-based adverse event (AE) detection methods a ...

Article GUID: 36197944


A Proposed Multi-Criteria Optimization Approach to Enhance Clinical Outcomes Evaluation for Diabetes Care: A Commentary

Author(s): Wan TTH; Matthews S; Luh H; Zeng Y; Wang Z; Yang L;

There are several challenges in diabetes care management including optimizing the currently used therapies, educating patients on selfmanagement, and improving patient lifestyle and systematic healthcare barriers. The purpose of performing a systems approac ...

Article GUID: 35372638


Network oscillations imply the highest cognitive workload and lowest cognitive control during idea generation in open-ended creation tasks

Author(s): Jia W; von Wegner F; Zhao M; Zeng Y;

Design is a ubiquitous, complex, and open-ended creation behaviour that triggers creativity. The brain dynamics underlying design is unclear, since a design process consists of many basic cognitive behaviours, such as problem understanding, idea generation, ...

Article GUID: 34930950


EEG signals respond differently to idea generation, idea evolution and evaluation in a loosely controlled creativity experiment.

Author(s): Jia W, Zeng Y

Many neurocognitive studies endeavor to understand neural mechanisms of basic creative activities in strictly controlled experiments. However, little evidence is available regarding the neural mechanisms of interactions between basic activities underlying c ...

Article GUID: 33483583


Phylogeny reconstruction and hybrid analysis of populus (Salicaceae) based on nucleotide sequences of multiple single-copy nuclear genes and plastid fragments.

Author(s): Wang Z, Du S, Dayanandan S, Wang D, Zeng Y, Zhang J

PLoS One. 2014;9(8):e103645 Authors: Wang Z, Du S, Dayanandan S, Wang D, Zeng Y, Zhang J

Article GUID: 25116432


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