Contact Details

- College of Information Technology

- Gachon University 1342 SeongnamDaero,Sujeong-gu, Seongnam-si, Gyeonggi-do, Republic of Korea, 406-701

- Telephone: +82-31-750-4759

- lyh@gachon.ac.kr

Current Position

- Professor

- Dept. of Computer Science, College of Information Technology Gachon University

- 2017 korean society of medical informatics trustee of director

Citizenship

- Republic of Korea (South Korea)

Current Field of Interest

- Data Science: Business Intelligence, Data Mining, Big Data Analysis, Social analytics

- Healthcare IT: Medical Informatics and Information Retrieval, Mobile Healthcare IT

Research Activity

[Paper]

- 2021 The deep learning method for predict beck’s depression inventory score using EEG - <ICTC>

- 2021 Prediction of Beck Depression Inventory Score in EEG: Application of Deep-Asymmetry Method - <APPLIED SCIENCES-BASEL>

- 2021 Filtered BERT: Similarity Filter-Based Augmentation with Bidirectional Transfer Learning for Protected Health Information Prediction in Clinical Documents - <APPLIED SCIENCES-BASEL>

- 2020 A data-driven approach to a chemotherapy recommendation model based on deep learning for patients with colorectal cancer in Korea - <BMC medical informatics and decision making>

- 2020 A recurrence prediction model based deep learning using oversampling method for colorectal cancer patient following surgery - <BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY>

- 2020 Deep-asymmetry: Asymmetry matrix image for deep learning method in pre-screening depression - <Sensors>

[Book]

-‌ (파이썬으로 경험하는) 빅데이터 분석과 머신러닝 - <생능출판사>

- 당신이 지금 알아야 할 AWS - <비제이퍼블릭>

‌- 오픈데이토피아 : 4차 산업혁명이 만드는 진화와 혁신의 미래 - <북오션>

- 보건의료정보학 - <현문사>

‌

[Awards]

‌‌- 2018 보건의료기술 유공자 포상(보건복지부 장관상) - <보건복지부>

- 2018 대한의료정보학회 우수논문 학술상 - <대한의료정보학회>

[Patent]

-‌ 2021 기계학습된 모델을 이용한 의료원문데이터를 증강하는 방법 및 시스템 - <가천대학교 산학협력단>

- 2021 임상시험참여자를 위한 의약품 이미지 분석 시스템 및 방법(MEDICINE IMAGE ANALYSIS SYSTEM FOR CLINICAL TRIAL PARTICIPANT, AND METHOD THEREOF) - <주식회사 올리브헬스케어,가천대학교 산학협력단>

‌- 2020 치매정도 진단을 위한 균형감각분석 시스템 및 방법(Balance Analysis System and Method for diagnosing the Degree of Dementia) - <가천대학교 산학협력단>