AIMC Topic: Republic of Korea

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A pre-trained BERT for Korean medical natural language processing.

Scientific reports Aug 16, 2022
With advances in deep learning and natural language processing (NLP), the analysis of medical texts is becoming increasingly important. Nonetheless, despite the importance of processing medical texts, no research on Korean medical-specific language m...
Language Recognition, Psychology Natural Language Processing Semantics Republic of Korea
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Estimation of Functional Fitness of Korean Older Adults Using Machine Learning Techniques: The National Fitness Award 2015-2019.

International journal of environmental research and public health Aug 8, 2022
Measuring functional fitness (FF) to track the decline in physical abilities is important in order to maintain a healthy life in old age. This paper aims to develop an estimation model of FF variables, which represents strength, flexibility, and aero...
Neural Networks, Computer Exercise Awards and Prizes Republic of Korea Machine Learning
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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...
Republic of Korea Animals Machine Learning Seoul Meteorological Concepts 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 ...
Hospitals, General Republic of Korea Cross-Sectional Studies Electronic Health Records Artificial Intelligence
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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 Neural Networks, Computer Ships
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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 Republic of Korea Search Engine Deep Learning Built Environment Humans
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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 Data Collection Republic of Korea Neural Networks, Computer
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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...
Deep Learning Accidents, Occupational Workplace Republic of Korea
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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...
Artificial Intelligence Technology Software United States Humans United States Food and Drug Administration Republic of Korea
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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...
United States Republic of Korea Humans Artificial Intelligence
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