ETRI Knowledge Sharing Platform : Youngwoong Han

BROWSE

Researchers

연구자 검색
Keyword

Detail

Youngwoong Han

Department: Medical Information Research Section

Contact

KSP Keywords: Attention Mechanism Disease Risk Prediction Multivariate Data Time Series Data Test Data Dimensionality Reduction Lab Test Machine Learning Approach Non-Critical Small And Medium-Sized Enterprise(SME) Time Series Prediction Target Data Prediction Model Pressure Ulcers Cardiovascular Diseases(CVD) Spinal Cord Injury Early Prediction General Health Learning-Based Lstm Network Medical Devices Cardiovascular Disease Risk Ejection Fraction Medical Data

Articles (20)
Patents (18)
Technology Transfer (7)
R&D Reports (1)
Standards (0)
Monographs/Talk (0)

논문 검색결과
Type	Year	Title	Cited
Journal	2024	Integrated Machine Learning Approach for the Early Prediction of Pressure Ulcers in Spinal Cord Injury Patients Yuna Kim, Myungeun Lim JOURNAL OF CLINICAL MEDICINE, v.13, no.4, pp.1-18	0
Journal	2023	Technical Trends in Artificial Intelligence for De Novo Drug Design 한영웅 전자통신동향분석, v.38, no.3, pp.38-46
Journal	2023	A Deep Learning Approach for Predicting Pressure Ulcers from Time-Series Electronic Medical Records 한영웅 정보과학회 컴퓨팅의 실제 논문지, v.29, no.3, pp.138-144
Conference	2019	Medical Time-series Prediction With LSTM-MDN-ATTN Hwin Dol Park International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1359-1361	1
Conference	2018	A novel missing value representation method using Autoencoder 한영웅 한국통신학회 종합 학술 발표회 (추계) 2018, pp.575-576
Conference	2018	Frequency-Aware Attention based LSTM Networks for Cardiovascular Disease Hwin Dol Park International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1503-1505	12
Conference	2017	Prediction of left ventricular ejection fraction using time-series deep learning of EMR 한영웅 한국디지털콘텐츠학회/한국정보기술학회 공동 학술 발표 대회 2017, pp.199-200
Conference	2017	Generating Artificial Blood Pressure Data using GAN(Generative Adversarial Network) 정호열 한국디지털콘텐츠학회/한국정보기술학회 공동 학술 발표 대회 2017, pp.201-202
Conference	2017	An ensemble prediction of health records using a deep learning method 임명은 한국디지털콘텐츠학회/한국정보기술학회 공동 학술 발표 대회 2017, pp.197-198
Conference	2017	유사 사례 클러스터 기반 인공 신경망을 통한 미래 건강 추이 예측 김민호 영상 처리 및 이해에 관한 워크샵 (IPIU) 2017, pp.743-745
Conference	2017	Cardiovascular Disease Risk Prediction Using Deep Belief Network 이동훈 영상 처리 및 이해에 관한 워크샵 (IPIU) 2017, pp.1-3
Journal	2016	Trends of Clinical Decision Support System(CDSS) 이동훈 전자통신동향분석, v.31, no.4, pp.77-85
Conference	2016	Machine Learning-based Prediction of Future Onset of Hypertension from General Health Checkup Records Minho Kim International Conference on Convergence Technology (ICCT) 2016, pp.619-620
Conference	2016	A Prediction Model on Blood Glucose based on Similar Patterns 김영원 한국 컴퓨터 종합 학술 대회 2016, pp.924-926
Conference	2016	Fast Similar Case Search on Medical Check-up Records using Dimensionality Reduction and Grouping Youngwoong Han International Conference on Convergence Technology (ICCT) 2016, pp.615-616
Conference	2016	Fast Similar Case Search on Medical Check-Up Records Youngwoong Han International Conference on Biomedical and Health Informatics (BHI) 2016, pp.1-1
Conference	2016	유사 사례 기반 건강 수치 예측 김영원 영상 처리 및 이해에 관한 워크샵 (IPIU) 2016, pp.1-4
Conference	2015	특징 중요도와 유전 알고리즘을 이용한 건강 데이터베이스의 질병별 특징 추출 방법 김영원 영상 처리 및 이해에 관한 워크샵 (IPIU) 2015, pp.1-4
Journal	2015	개인 주도 건강 관리를 위한 개방형 힐링 SW 플랫폼 최재훈 정보처리학회지, v.22, no.1, pp.31-41
Conference	2014	Research on a Sports Activity Management and a Certification System in a Mobile Environment 임명은 한국 컴퓨터 종합 학술 대회 2014, pp.387-389

특허 검색결과
Status	Year	Patent Name	Country
Registered	2020	DEVICE FOR PROCESSING TIME SERIES DATA HAVING IRREGULAR TIME INTERVAL AND OPERATING METHOD THEREOF	KOREA
Registered	2019	TIME SERIES DATA PROCESSING DEVICE AND OPERATING METHOD THEREOF	KOREA
Registered	2019	DEVICE FOR ENSEMBLING DATA RECEIVED FROM PREDICTION DEVICES AND OPERATING METHOD THEREOF	UNITED STATES
Registered	2019	DEVICE FOR ENSEMBLING DATA RECEIVED FROM PREDICTION DEVICES AND OPERATING METHOD THEREOF	KOREA
Registered	2018	TIME SERIES DATA PROCESSING DEVICE AND OPERATING METHOD THEREOF	KOREA
Registered	2018	TIME SERIES DATA PROCESSING DEVICE AND OPERATING METHOD THEREOF	KOREA
Registered	2018	TIME SERIES DATA PROCESSING DEVICE, HEALTH PREDICTING SYSTEM INCLUDING THE SAME, AND METHOD FOR OPERATING TIME SERIES DATA PROCESSING DEVICE	KOREA
Registered	2018	APPARATUS AND METHOD OF PROCESSING MULTI-DIMENSIONAL TIME SERIES MEDICAL DATA	KOREA
Registered	2017	METHOD AND APPARATUS OF SEARCHING SIMILAR CASES IN HIGH SPEED THROUGH REDUCING LARGE SCALE MULTI-DIMENSIONAL TIME SERIES HEALTH DATA INTO A PLURALITY OF DIMENSIONS	KOREA
Registered	2016	A CLINICAL DECISION SUPPORT ENSEMBLE SYSTEM AND THE CLINICAL DECISION SUPPORT METHOD BY USING THE SAME	KOREA
Registered	2016	APPARATUS AND METHOD FOR PREDICTING FUTURE HEALTH	KOREA
Registered	2016	DISEASE FORECAST DEVICE BASED ON CONCENTRATION INFORMATION OF BIOMATERIAL AND FORECASTING METHOD THEREOF	KOREA
Registered	2015	THE METHOD OF SEARCH FOR SIMILAR CASE OF MULTI-DIMENSIONAL HEALTH DATA AND THE APPARATUS OF THEREOF	KOREA
Registered	2015	METHOD AND APPARATUS FOR DETECTING TRANSLOCATION	UNITED STATES
Registered	2015	OPEN HEALTHCARE APPARATUS AND METHOD	UNITED STATES
Registered	2015	METHOD AND APPARATUS FOR DETECTING TRANSLOCATION	KOREA
Registered	2015	OPEN HEALTH MANAGEMENT APPARATUS AND METHOD	KOREA
Registered	2015	Apparatus and method for counting allele	KOREA

기술이전 검색결과
Year	Technology	Transaction Count	Manager
2021	Medical AI Deep Learning Engine for Future Health Prediciton	3	Jae Hun Choi
2020	Multi-hospital Ensemble Medical Intelligence Deep Learning Engine Technology	1	Jae Hun Choi
2020	Time series attention AI deep learning engine 2.0 for the prediction of future health condition	3	Jae Hun Choi
2019	Multivariate time-series attention deep learning engine technique	1	Jae Hun Choi
2016	Analysis technique of personal health data using health information big data	1	Jae Hun Choi
2016	Health status prediction technique using health data	1	Jae Hun Choi
2014	Technique for classification and extractraction of class-specific features from 2-dimensional sample data	2	Jae Hun Choi

연구보고서 검색결과
Type	Year	Research Project	Primary Investigator	Download
Annual Report	2014	Local-based Medical Device/Robot Technology Development & Medical IT Convergence Small and Medium Enterprises Revitalization Project	Lee Hyung Soo

표준안 검색결과
Year	Standard Body	Standards	Source link
No search results.

단행본 검색결과
Type	Year	Title	Download
No search results.

발표자료 검색결과
발표일	제목	발표처	원문
No search results.

ETRI-Knowledge Sharing Plaform

BROWSE

Researchers

Detail

ETRI