AIMC Topic: Republic of Korea

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Interpretable machine learning approach to analyze the effects of landscape and meteorological factors on mosquito occurrences in Seoul, South Korea.

Environmental science and pollution research international Jul 28, 2022
Mosquitoes are the underlying cause of various public health and economic problems. In this study, patterns of mosquito occurrence were analyzed based on landscape and meteorological factors in the metropolitan city of Seoul. We evaluated the influen...
Machine Learning Republic of Korea Seoul Meteorological Concepts Animals Cities
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Digital Health Profile of South Korea: A Cross Sectional Study.

International journal of environmental research and public health May 23, 2022
(1) Backgroud: For future national digital healthcare policy development, it is vital to collect baseline data on the infrastructure and services of medical institutions' information and communication technology (ICT). To assess the state of medical ...
Republic of Korea Hospitals, General Cross-Sectional Studies Artificial Intelligence Electronic Health Records
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Application of Convolutional Neural Network (CNN) to Recognize Ship Structures.

Sensors (Basel, Switzerland) May 18, 2022
The purpose of this paper is to study the recognition of ships and their structures to improve the safety of drone operations engaged in shore-to-ship drone delivery service. This study has developed a system that can distinguish between ships and th...
Republic of Korea Ships Neural Networks, Computer
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Measuring Perceived Psychological Stress in Urban Built Environments Using Google Street View and Deep Learning.

Frontiers in public health May 11, 2022
An urban built environment is an important part of the daily lives of urban residents. Correspondingly, a poor design can lead to psychological stress, which can be harmful to their psychological and physical well-being. The relationship between the ...
Stress, Psychological Search Engine Humans Republic of Korea Built Environment Deep Learning
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Content Swapping: A New Image Synthesis for Construction Sign Detection in Autonomous Vehicles.

Sensors (Basel, Switzerland) May 4, 2022
Construction signs alert drivers to the dangers of abnormally blocked roads. In the case of autonomous vehicles, construction signs should be detected automatically to prevent accidents. One might think that we can accomplish the goal easily using th...
Automobile Driving Autonomous Vehicles Neural Networks, Computer Republic of Korea Data Collection
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Predicting financial losses due to apartment construction accidents utilizing deep learning techniques.

Scientific reports Mar 30, 2022
This study aims to generate a deep learning algorithm-based model for quantitative prediction of financial losses due to accidents occurring at apartment construction sites. Recently, the construction of apartment buildings is rapidly increasing to s...
Workplace Republic of Korea Deep Learning Accidents, Occupational
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The current status of breakthrough devices designation in the United States and innovative medical devices designation in Korea for digital health software.

Expert review of medical devices Mar 23, 2022
INTRODUCTION: Artificial Intelligence (AI) is becoming increasingly utilized in the medical device industry as it can address unmet demands in clinical sites and provide more patient treatment options. This study aims to analyze the FDA's Breakthroug...
Republic of Korea United States Software Technology United States Food and Drug Administration Humans Artificial Intelligence
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A comparative study of regulatory perspectives on innovative medical devices in Korea and the United States.

Expert review of medical devices Mar 17, 2022
INTRODUCTION: As the 4th Industrial Revolution era emerges, medical devices that apply technologies such as big data, artificial intelligence, and 3D printers are on the rise. In April 2019, Korea introduced the Act on Nurturing Medical Devices Indus...
Republic of Korea United States Humans Artificial Intelligence
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Care robot research and development plan for disability and aged care in Korea: A mixed-methods user participation study.

Assistive technology : the official journal of RESNA Feb 24, 2022
The population of Korea is aging rapidly, and this has led to a care burden for caregivers. Without adequate caregivers to address the increased burden, people with significant disabilities and older adults with disabilities who have greatly reduced ...
Humans Research Design Robotics Ecosystem Persons with Disabilities Republic of Korea Aged
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Machine learning-based prediction of critical illness in children visiting the emergency department.

PloS one Feb 17, 2022
OBJECTIVES: Triage is an essential emergency department (ED) process designed to provide timely management depending on acuity and severity; however, the process may be inconsistent with clinical and hospitalization outcomes. Therefore, studies have ...
Humans Critical Illness Triage Cross-Sectional Studies Machine Learning Emergency Service, Hospital Female Child Republic of Korea Male Infant Databases, Factual Hospitalization ROC Curve Child, Preschool
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