top of page
추상적인 이미지

PUBLISH

Our MIIC research results are published in academic journals according to a systematic schedule.

Please review the published papers and books below and feel free to contact us for more information.

Published Paper

SCOPUS / SCI(E) 

2025

Improving Clinical Generalization of Pressure Ulcer Stage Classification Through Saliency-Guided Data Augmentation

​

2024

A Development and Validation of an AI Model for 
Cardiomegaly Detection in Chest X-rays

​

A Study on Improving Sleep Apnea Diagnoses Using Machine 
Learning Based on the STOP-BANG Questionnaire

 

​​2023

​​A Study  on Defect Detection in  Organic  Light-Emitting  Diode 
Cells  Using Optimal Deep Learning

​

A Study on OLED Cell Simulation and Detection Phases Based

on the A2G Algorithm for Artificial Intelligence Application

​

2022

A Study on the Channel Expansion VAE for Content-Based Image Retrieval

​

Proposed Integration for AICC-based Chatbot Improvement

​

Development of Commercialization of IoT Healthcare Sensors Customized for 60 GHz Radar

​

​

2021

A Study on Self-Diagnosis Method to Prevent the Spread of COVID-19 Based on SVM

​

A Study on GBW-KNN Using Statistical Testing

​

Smart Intelligent Safety Management System using ICT

​

​

2020

Applying Artificial Intelligence for Diagnostic Classification of Korean Autism Spectrum Disorder

​

A Study on Graph-based Weighted KNN based on Machine Learning

​

A study on the Simplification of Methods for Diagnosing Parkinson’s disease

​

​

2019

A Study on Predicting Cause of Side Effects in ACS Patients Using Machine Learning

​

A Study on Improved Outlier Detection and Prediction Based on Hybrid Machine Learning

​

A Study on Questionnaire for Self-Diagnosis Rheumatoid Arthritis

​

A Study on Analyzing Symptoms of Korean Rheumatoid Arthritis Patients Using Machine Learning

​

​

2018

A Study on the Clustering of Bidding Company Trends 
Using Machine Learning-Based G2B Data

​

A Study on System Design for Diagnosis of Rheumatoid Arthritis Based on Artificial Intelligence

​

Current Technologies of Electrochemical Immunosensors: Perspective on Signal Amplification

​

Effective Prediction Model for Colorectal Cancer using Dicision Tree and Clustering

​

​

2017

A Study on Prediction of Rheumatoid Arthritis Using Machine Learning

​

A Study on the Analysis of Stability Indicators in Financial Statements Using Fuzzy C-Means Clustering

​

A Study on the Real-time Toxic Chemical Management system based IoT

​

Visualization Device of Living Organism through Soft x-ray

​

​

~2017

A Wireless Sensor Node SoC with a Profiled Power Management Unit for IR Controllable Digital Consumer Devices

​

Techniques and applications of three-dimensional electron microscopy in entomological research

​

Clustering performance comparison using K-means and expectation maximization algorithms

​

Remote Industrial Sensor Network Monitoring Using M2M Based Ethical Sniffers

​

Development of sensor nodes based on fault tolerance

​

Development of On-line Based One-Stop Insurance Claim System between the Private Sector Medical Insurance and Hospital

​

Development of reader for non-metallic permeability Enhancement on 134KHz bandwidth

​

Development of safety sensor node based on the Spare System

​

Bi-directional Signal Jacket with Bio Inspired Sensor Detection

​

Home Automation System Using Wireless Communication

​

Planning research for Medical-IT Health care R&D Support

​

Environmental Key Influence Features in fish farming using by Clustering Algorithms

​

Impact Analysis of Radioactive Contamination in Aquaculture

​

Using J48 and REPTree to Predict Risk Factors in Medicine

KCI

2025

Development of a Real-Time Monitoring System for Underground Utility Pipelines

​​

Deep Learning Approach to Eye Blink Detection: Toward Enhanced Communication in Critical Care Settings

​

(Review) A Study on Deep Learning-Based PM2.5 Forecasting Using Meteorological and Air Quality Data

​

2024

Prediction of Cervical Cancer Risk from Taking Hormone Contraceptivese

​

A Study on the Development of a Chatbot Using Generative AI to Provide Diets for Diabetic Patients

​

Selecting Optimal Algorithms for Stroke Prediction: Machine Learning-Based Approach

​

The Study on Visualizing the Impact of Filter Bubbles on Social Media Networks

​

2023

Research on Developing a Conversational AI Callbot Solution for Medical Counselling

​

Analysis of Adolescent Suicide Factors based on Random Forest Machine Learning Algorithm

​

A Study on the Implementation of Crawling Robot using Q-Learning


​​Prediction of Cervical Cancer Risk from Taking Hormone Contraceptivese

​

A Study on the Comparison of Predictive Models of Cardiovascular

Disease Incidence Based on Machine Learning

​

2022

Classification Model and Crime Occurrence City Forecasting Based on Random Forest Algorithm

​

Research related to the development of an age-friendly convergence system using AI

​

A Study on the Generation of Datasets for Applied AI to OLED Life Prediction

​

The status of metaverse and digital twin technology development

​

​

2021

A Study on a car Insurance purchase Prediction Using Two-Class Logistic Regression and Two-Class Boosted Decision Tree

​

A Study on the Feasibility of IoT and AI-based elderly care system application

​

Adoption Factor Prediction to Prevent Euthanasia Based on Artificial Intelligence

​

​A study on improvement of elderly welfare service focusing on the user of AI and the IoT

​

2020

A Development of Healthcare Monitoring System Based on Internet of Things Effective

​

A Development of the Safety Accident Prevention Fence System Based on Internet of Things

​

A Study on Methods to Prevent the Spread of COVID-19 Based on Machine Learning

​

​A Study on Methods to Prevent Pima Indians Diabetes using SVM

​

​

2019

Development of wearable Range of Motion measurement device capable of dynamic measurement

​

​

2018

Development of ROM Measurement Device capable of IoT-based Real-time Monitoring for Rehabilitation Patients

​

A Study on the Facial Expression Recognition using Deep Learning Technique

​

Development of Voice Guide Service for Pharmaceutical Information based on Ontology

​

​

2017

Dropout Genetic Algorithm Analysis for Deep Learning Generalization Error Minimization

​

Influence on overfitting and reliability due to change in training data

​

Implementation of IoT-based Automatic Inventory Management System

​

The Developement of Real-time Information Support Cart System based on IoT

​

A Study on Efficient Memory Management Using Machine Learning Algorithm

​

A Study on Object Recognition for Safe Operation of Hospital Logistics Robot Based on IoT

​

A Study on the Search of Optimal Aquaculture farm condition based on Machine Learning

​

A study on the sustainable growth of off-line stores using AR technology

​

​

~2017

Predicting Discharge Rate of After-care patient using Hierarchy Analysis

​

NFC based Alarm Patching System for Regular Time Management

​

Open Trade Technical Model using ebXML for FTA with China and Korea

​

Big data Analysis using Python in Agriculture Forestry and Fisheries

​

Correlation Analysis of Radon Levels using Cluster Algorithm

​

Development of IoT-based real-time Toxic Chemical management System

​

A Study on Strategic Positioning for Sustained Growth of Korean Major Corporations in Age of New Normal: with a Focus on the Case of Smart Phone Industry

​

A Study on the Online-based one-stop private health insurance claims

​

A Design of Voice Over Sensor Network (VoSN) Base Station with Multi-Channel Support

​

A Technology of  Common Standard Platform for RFID-based Distribution Information Sharing

Eulji MIIC
Medical Intelligence Information R&D Center

Email: miic6790@gmail.com@naver.com

553, Sanseong-daero, Sujeong-gu, Seongnam-si, Gyeonggi-do, Republic of Korea

©2023 by MIIC

bottom of page