AIMC Topic: Research Design

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MuLHiTA: A Novel Multiclass Classification Framework With Multibranch LSTM and Hierarchical Temporal Attention for Early Detection of Mental Stress.

IEEE transactions on neural networks and learning systems Nov 30, 2023
Mental stress is an increasingly common psychological issue leading to diseases such as depression, addiction, and heart attack. In this study, an early detection framework based on electroencephalogram (EEG) data is developed for reducing the risk o...
Research Design Electroencephalography Neural Networks, Computer Algorithms
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Use of deep learning to segment bolus during videofluoroscopic swallow studies.

Biomedical physics & engineering express Nov 23, 2023
Anatomical segmentations generated using artificial intelligence (AI) have the potential to significantly improve video fluoroscopic swallow study (VFS) analysis. AI segments allow for various metrics to be determined without additional time constrai...
Benchmarking Motion Research Design Humans Deep Learning Artificial Intelligence
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Intelligent diagnosis and prediction of turbine digital electro-hydraulic control system faults: Design and experimentation.

PloS one Nov 15, 2023
A physical modeling approach was adopted to build a Digital Electro-Hydraulic Control (DEH) system simulation model and the fault models using the SIMULINK tool. This research combined the advantages of the gray system and neural network to build a m...
Empirical Research Computer Simulation Intelligence Neural Networks, Computer Research Design
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Facilitators and barriers to using AI-enabled robots with older adults in long-term care from staff perspective: a scoping review protocol.

BMJ open Oct 30, 2023
INTRODUCTION: Assistive and service robots have been increasingly designed and deployed in long-term care (LTC) but little evidence guides their use. This scoping review synthesises existing studies on facilitators and barriers to using artificial in...
Aged Robotics Research Design Databases, Factual Scoping Reviews As Topic Checklist Long-Term Care Humans Artificial Intelligence
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AI's deep dive into complex pediatric inguinal hernia issues: a challenge to traditional guidelines?

Hernia : the journal of hernias and abdominal wall surgery Oct 16, 2023
OBJECTIVE: This study utilized ChatGPT, an artificial intelligence program based on large language models, to explore controversial issues in pediatric inguinal hernia surgery and compare its responses with the guidelines of the European Association ...
Humans Herniorrhaphy Hernia, Inguinal Reproducibility of Results Child Artificial Intelligence Research Design
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Measurement scales of mental health related to climate change: a scoping review protocol using artificial intelligence.

BMJ open Oct 11, 2023
INTRODUCTION: Human actions have influenced climate changes around the globe, causing extreme weather phenomena and impacting communities worldwide. Climate change has caused, directly or indirectly, health effects such as injury and physical injurie...
Scoping Reviews As Topic Psychological Well-Being Climate Change Internationality Consensus Meta-Analysis as Topic Humans Artificial Intelligence Research Design Mental Health
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Multi-level perception fusion dehazing network.

PloS one Oct 2, 2023
Image dehazing models are critical in improving the recognition and classification capabilities of image-related artificial intelligence systems. However, existing methods often ignore the limitations of receptive field size during feature extraction...
Empirical Research Artificial Intelligence Recognition, Psychology Research Design Perception
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Automatic classification and prioritisation of actionable BI-RADS categories using natural language processing models.

Clinical radiology Sep 27, 2023
AIM: To facilitate the routine tasks performed by radiologists in their evaluation of breast radiology reports, by enhancing the communication of relevant results to referring physicians via a natural language processing (NLP)-based system to classif...
Humans Research Design Mammography Natural Language Processing Female Ultrasonography, Mammary Breast Neoplasms Breast
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Computational and systems neuroscience: The next 20 years.

PLoS biology Sep 26, 2023
Over the past 20 years, neuroscience has been propelled forward by theory-driven experimentation. We consider the future outlook for the field in the age of big neural data and powerful artificial intelligence models.
Big Data Neurosciences Empirical Research Artificial Intelligence Research Design
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Greater agreement is required to harness the potential of health intelligence: a critical interpretive synthesis.

Journal of clinical epidemiology Sep 22, 2023
OBJECTIVES: To synthesize existing knowledge on the features of, and approaches to, health intelligence, including definitions, key concepts, frameworks, methods and tools, types of evidence used, and research gaps.
Humans Artificial Intelligence Research Design Ecosystem Intelligence
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