{"id":278,"date":"2021-09-15T19:33:44","date_gmt":"2021-09-15T10:33:44","guid":{"rendered":"https:\/\/aidalab.cafe24.com\/?page_id=278"},"modified":"2026-08-28T14:01:51","modified_gmt":"2026-08-28T05:01:51","slug":"project-list","status":"publish","type":"page","link":"https:\/\/aida.korea.ac.kr\/?page_id=278","title":{"rendered":""},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Project list<\/h1>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p><strong>Projects for 5 most recent years are listed below.<\/strong><\/p>\n\n\n\n<p>AI-based 3D Image Processing Model for Pediatric Brain MRI Volumetry and Early Diagnosis of Developmental Disorders<br>[2026.03.01 ~ 2031.02.28, KUMC (Research Collaboration Project)]\n\n\n\n<p>Automated Change Detection of Intracranial Hemorrhage on Longitudinal CT Using 3D Deep Learning<br>[2026.03.01 ~ 2029.02.28, KUMC (Research Collaboration Project)]\n\n\n\n<p>Development and Empirical Study of a Biosignal-Based AI Algorithm for Pain Management<br>[2025.12.01 ~ 2026.11.30, StellarCube Corp. &amp; KUMC (Research Collaboration Project)]\n\n\n\n<p>Development of Climate-Based Environmental Test Standards Using Customer Usage Data to Enhance Durability of New Technologies<br>[2025.06.01 ~ 2026.11.30, Hyundai NGV Corporation]\n\n\n\n<p>Development of Trust AI Agents Core Model<br>[2025.04.21 ~ 2025.08.20, Trust Builders &amp; Daishin Asset Trust]\n\n\n\n<p>Development of a model for predicting the composition of wheat flour using NIR analysis<br>[2025.03.03 ~ 2026.02.28, Samyang Company]\n\n\n\n<p>Development of a model for predicting the physical properties of flour<br>[2025.03.01 ~ 2026.02.28, Samyang Company]\n\n\n\n<p>English problem generation algorithm based on large language models (LLMs)<br>[2025.03.01 ~ 2026.02.28, EDU TOSEL]\n\n\n\n<p>Question Generation Model Research Based on Artificial Intelligence<br>[2024.09.01 ~ 2025.08.31, EDU TOSEL]\n\n\n\n<p>Automatic Generation Algorithm for Product Information Tagging using AI<br>[2023.10.01 ~ 2023.12.31, Primrose Hill Partners]\n\n\n\n<p>Establishment of Optimized Medical Database and Development of Questionnaire AI Algorithm for Promoting Non-face-to-face Healthcare<br>[2022.05.02 ~ 2023.05.31, Korea Technology and Information Promotion Agency for SMEs]\n\n\n\n<p>Diagnosis of Spinal Fractures Using Artificial Intelligence<br>[2022-03-01 ~ 2023-02-28, Korea University ANSAN Hospital (Research collaboration project)]\n\n\n\n<p>Artificial Intelligence Research for Monomer Design<br>[2021-08-01 ~ 2023-07-31, Samyang Central Research Institute]\n\n\n\n<p>Battlefield Data Simulation Technology (Battlefield Data Generative Model, Unstructured Simulated Battlefield Data Generation)<br>[2021-02-16 ~ 2022-11-30, National Defense Research Institute]\n\n\n\n<p>Big Data Group for Problem-defining Talent Training (BK21 Project)<br>[2020-09-01 ~ 2027-08-31, Korea Research Foundation]\n\n\n\n<p>Development of 6D Object Pose Estimation Model in Medical Environment<br>[2021-03-02 ~ 2022-02-28, Mania Mind (Research collaboration project)]\n\n\n\n<p>A Study on Artificial Intelligence Writing Technology using Natural Language Processing<br>[2021-07-01 ~ 2021-12-31, Mania Mind (Research collaboration project)]\n\n\n\n<p>Development of Questionnaire AI to Provide Remote Medical Consultations<br>[2021-07-01 ~ 2021-12-31, Korea University Anam Hospital (Research collaboration project)]\n\n\n\n<p>A Study on the Development of Image Classification for Secondary Battery Products using Artificial Intelligence<br>[2021-06-28 ~ 2021-12-09, Korea Electronics Recycling Cooperative]\n\n\n\n<p>Development of AI-based Process Risk Preliminary Review System<br>[2021-05-20 ~ 2021-10-31, Hyundai Engineering &amp; Construction Co., Ltd.]\n\n\n\n<p>Quantum Machine Learning Simulator (advisory and student researcher participation)<br>[2020-08-01 ~ 2022-02-28, Ministry of Science and ICT]\n\n\n\n<p>Development of Genetic Analysis Methodology Combining High-Dimensional Networks and Artificial Intelligence (development of network model-based CNN and graph CNN deep learning algorithms)<br>[2019-06-01 ~ 2022-02-28,&nbsp; National Research Foundation of Korea]\n\n\n\n<p>Extraction of Durable Deteriorated Parts and Development of Future Failure Patterns Prediction using Claim Data (deep learning model development)<br>[2021-05-01 ~ 2021-08-31, Hyundai NGV, Hyundai Motor Company]\n\n\n\n<p>Development of CDM Extended Model for Infectious Disease Data and Development of a Tool to Utilize the Model<br>[2019-04-01 ~ 2021-12-31, Ministry of Health and Welfare]\n\n\n\n<p>Development of CDM Extended Model of Unstructured Data based on Pathology, Electrocardiogram, and Echocardiography and Development of a Tool to Utilize the Model<br>[2019-04-01 ~ 2021-12-31, Ministry of Health and Welfare]\n\n\n\n<p>Industrial Artificial Intelligence Professionals Training (opened Deep Learning Theory and Application course)<br>[2019-03-01 ~ 2024-02-28, Korea Industrial Technology Promotion Agency]\n\n\n\n<p>Technology to Predict and Control Nonlinear Characteristics of Artificial Intelligence-based Noise<br>[2021-07-01 ~ 2021-03-31, BRFrame Co., Ltd.]\n\n\n\n<p>Development of Efficient Performance Prediction Technology based on Big Data<br>[2021-02-01 ~ 2021-05-31, National Research Foundation of Korea, Korea Institute of Energy Research]\n\n\n\n<p>Construction of a Prediction Model for Ship AIS Destination<br>[2020-09-01 ~ 2021-02-28, SeaVantage Co., Ltd.]\n\n\n\n<p>Construction of Solar Power Forecasting Algorithm using Machine Learning<br>[2020-08-11 ~ 2020-11-10, Korea Institute of Energy Research]\n\n\n\n<p>Development of Forecasting Program for the Weather Force of a Ship using the Performance Data and Weather Data<br>[2020-01-01 ~ 2020-06-30, SeaVantage Co., Ltd.]\n\n\n\n<p>Development of Universal Chest X-ray Determination Assistance Technology based on Artificial Intelligence Convolutional Neural Network and Circular Neural Network<br>[2019-07-01 ~ 2020-06-30, Korea Medical Institute (KMI)]\n\n\n\n<p>Development of a Crop Yield Prediction Model and building a Platform (development of deep learning algorithms for crop reading and quality prediction based on drone image data)<br>[2019-08-06 ~ 2020-05-05, Korea Land and Geospatial Informatics Corporation]\n\n\n\n<p>Numerical Weather Forecasting Model Data Frame Interpolation Service<br>[2020-02-07 ~ 2020-04-17, Korea Institute of Energy Research]\n\n\n\n<p>Development of Failure Prediction Technology based on Claim Data [Deep Learning \/ Machine Learning] (Hyundai Motor Future Technology Research Project)<br>[2019-08-12 ~ 2020-02-11, Hyundai NGV Co. Ltd.]\n\n\n\n<p>Development of an Algorithm to Support Efficient Operation of Ships to Overcome Marine Environmental Regulations (development of machine learning\/deep learning algorithms)<br>[2018-12-01 ~ 2019-11-30, Ministry of SMEs and Startups]\n\n\n\n<p>Construction Service of Cloud Movement Vector Production Algorithm based on Chollian Satellite Image (development of cloud movement prediction algorithm using deep learning)<br>[2019-04-30 ~ 2019-07-31, Korea Institute of Energy Research]\n\n\n\n<p>Development of Mathematical Methodology for Genetic Network Analysis under High-Dimensional Big Data<br>[2017-09-01 ~ 2019-08-31, National Research Foundation of Korea]\n\n\n\n<p>Development and Performance Improvement of Artificial Intelligence Algorithm for Arrhythmia Electrocardiogram Detection (deep learning algorithm development)<br>[2018-12-19 ~ 2019-08-19, Ministry of SMEs and Startups]\n\n\n\n<p>A Study on the Electrochemical Properties of Nanoparticles through Informatics Analysis<br>[2018-12-10 ~ 2019-01-11, Korea Institute of Energy Research]\n","protected":false},"excerpt":{"rendered":"<p>Project list Projects for 5 most recent years are listed below. AI-based 3D Image Processing Model for Pediatric Brain MRI Volumetry and Early Diagnosis of Developmental Disorders[2026.03.01 ~ 2031.02.28, KUMC (Research Collaboration Project)] Automated Change Detection of Intracranial Hemorrhage on Longitudinal CT Using 3D Deep Learning[2026.03.01 ~ 2029.02.28, KUMC (Research Collaboration Project)] Development and Empirical &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/aida.korea.ac.kr\/?page_id=278\" class=\"more-link\">Read more<span class=\"screen-reader-text\"> &#8220;&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-278","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/aida.korea.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/278","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aida.korea.ac.kr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aida.korea.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aida.korea.ac.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aida.korea.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=278"}],"version-history":[{"count":49,"href":"https:\/\/aida.korea.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/278\/revisions"}],"predecessor-version":[{"id":2660,"href":"https:\/\/aida.korea.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/278\/revisions\/2660"}],"wp:attachment":[{"href":"https:\/\/aida.korea.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=278"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}