AIMC Topic: Republic of Korea

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Recycled Clothing Classification System Using Intelligent IoT and Deep Learning with AlexNet.

Computational intelligence and neuroscience Mar 26, 2021
Recently, Internet of Things (IoT) and artificial intelligence (AI), led by machine learning and deep learning, have emerged as key technologies of the Fourth Industrial Revolution (4IR). In particular, object recognition technology using deep learni...
Deep Learning Humans Internet of Things Clothing Artificial Intelligence Republic of Korea
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Added Value of Deep Learning-based Detection System for Multiple Major Findings on Chest Radiographs: A Randomized Crossover Study.

Radiology Mar 23, 2021
Background Previous studies assessing the effects of computer-aided detection on observer performance in the reading of chest radiographs used a sequential reading design that may have biased the results because of reading order or recall bias. Purpo...
Female Sensitivity and Specificity Male Middle Aged Humans Retrospective Studies Deep Learning Radiography, Thoracic Republic of Korea Lung Diseases Cross-Over Studies Observer Variation
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Deep learning based prediction of necessity for orthognathic surgery of skeletal malocclusion using cephalogram in Korean individuals.

BMC oral health Mar 18, 2021
BACKGROUND: Posteroanterior and lateral cephalogram have been widely used for evaluating the necessity of orthognathic surgery. The purpose of this study was to develop a deep learning network to automatically predict the need for orthodontic surgery...
Humans Orthognathic Surgery Republic of Korea Malocclusion Deep Learning Orthognathic Surgical Procedures Cephalometry Malocclusion, Angle Class III
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Machine learning models to identify low adherence to influenza vaccination among Korean adults with cardiovascular disease.

BMC cardiovascular disorders Mar 9, 2021
BACKGROUND: Annual influenza vaccination is an important public health measure to prevent influenza infections and is strongly recommended for cardiovascular disease (CVD) patients, especially in the current coronavirus disease 2019 (COVID-19) pandem...
Age Factors Influenza, Human Influenza Vaccines Vaccination Nutrition Surveys Support Vector Machine Adult Cross-Sectional Studies Risk Factors Male Humans Aged Risk Assessment Young Adult Medication Adherence Cardiovascular Diseases Databases, Factual Middle Aged Republic of Korea Female
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Prediction of antibiotic-resistance genes occurrence at a recreational beach with deep learning models.

Water research Mar 3, 2021
Antibiotic resistance genes (ARGs) have been reported to threaten the public health of beachgoers worldwide. Although ARG monitoring and beach guidelines are necessary, substantial efforts are required for ARG sampling and analysis. Accordingly, in t...
Deep Learning Drug Resistance, Microbial Genes, Bacterial Neural Networks, Computer Anti-Bacterial Agents Republic of Korea
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Adequacy and Effectiveness of Watson For Oncology in the Treatment of Thyroid Carcinoma.

Frontiers in endocrinology Mar 3, 2021
BACKGROUND: IBM's Watson for Oncology (WFO) is an artificial intelligence tool that trains by acquiring data from the Memorial Sloan Kettering Cancer Center and learns from test cases and experts. This study aimed to analyze the adequacy and effectiv...
Decision Support Systems, Clinical Guideline Adherence Treatment Outcome Humans Male Neoplasm Staging Artificial Intelligence Aged Middle Aged Medical Oncology Retrospective Studies Adult Republic of Korea Thyroid Neoplasms Practice Patterns, Physicians' Female
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Prediction of newborn's body mass index using nationwide multicenter ultrasound data: a machine-learning study.

BMC pregnancy and childbirth Mar 2, 2021
BACKGROUND: This study introduced machine learning approaches to predict newborn's body mass index (BMI) based on ultrasound measures and maternal/delivery information.
Adult Ultrasonography, Prenatal Body Mass Index Predictive Value of Tests Pregnancy Delivery, Obstetric Humans Female Body Size Neural Networks, Computer Infant, Newborn Prenatal Diagnosis Birth Weight Machine Learning Retrospective Studies Fetal Weight Gestational Age Prognosis Republic of Korea Pregnancy Trimester, Third
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Relationships among Healthcare Digitalization, Social Capital, and Supply Chain Performance in the Healthcare Manufacturing Industry.

International journal of environmental research and public health Feb 3, 2021
Due to the impact of coronavirus disease 2019 (COVID-19), automation and artificial intelligence (AI) have attracted renewed interest in multiple industrial fields. Global manufacturing bases were affected strongly by workforce shortages associated w...
Health Care Sector Manufacturing Industry Social Capital Artificial Intelligence Humans COVID-19 Republic of Korea
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Automated detection of colorectal tumors based on artificial intelligence.

BMC medical informatics and decision making Feb 1, 2021
BACKGROUND: This study developed a diagnostic tool to automatically detect normal, unclear and tumor images from colonoscopy videos using artificial intelligence.
Republic of Korea Colorectal Neoplasms Humans Artificial Intelligence
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Precision Regulation Approach: A COVID-19 Triggered Regulatory Drive in South Korea.

Frontiers in public health Feb 1, 2021
COVID-19 has triggered various changes in our everyday lives and how we conceptualize the functions of governments. Some areas require stricter forms of regulation while others call for deregulation. The challenge for the regulatory authorities is to...
Biotechnology Government Regulation Humans Artificial Intelligence COVID-19 Republic of Korea
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