Projects

Development of the AI-based Cardiopulmonary Disease Prediction System using Biological Ring Sensors

Implementing the deep learning-based prediction system to predict cardiopulmonary disease
at Asan Medical Center

Information Extraction from Electronic Health Records using Semi-supervised Learning

Extracting metastasis information on PET/CT diagnosis data
with Asan Medical Center

Consensus Analysis of Drug Repurposing Literatures for COVID-19

Observing the possible consensus among publications related to COVID-19 drug repurposing
with Professor Ying Ding, School of Information, University of Texas, Austin

Deep Learning based Steering Noise Classification

Steering gear noise classification using Convolutional-Recurrent Neural Network
with Hyundai Mobis

Automatic Translation of Affiliations and Author Names in Research Papers using Attention

Translating affiliation and author information in medical publications (ENG2KOR)
with College of Medicine, Yonsei University

A Curation System for Academic Papers using Paper2vec and BERT Embeddings

Curation system that helps graduate students to search for publications of their interest
Fall 2019 course project for Natural Language Processing

Poisonous Clause Detection using Word Embedding and Sentence Similarity

Detecting poisonous clause in a company
with Samsung Engineering

Below figure describes the algorithm used in this project, applied in a benchmark data (Kaggle Insult data)

Text-mining based Consumer Analysis on Foldable Phones focusing on Galaxy Fold

Illustrating the change in consumers’ reaction after the delayed launching of the Galaxy Fold
Spring 2019 course project for Text Mining

Rule-based Semantic Graph Analysis using Chat Log

Extracting user patterns using Monte-Carlo Tree Search algorithm in the semantic graph
with Electronics and Telecommunication Research Institute, Republic of Korea

Sentimental Analysis of Cyber Campus data, focused on Group Assignment Discussion

Checking the relationship between a student’s participation in a group assignment and his/her final grade
with Teaching and Learning Innovation Center, Yonsei University