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Journal
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2025 |
ADT2R: Adaptive Decision Transformer for Dynamic Treatment Regimes in Sepsis
Eunjin Jeon
IEEE Transactions on Neural Networks and Learning Systems, v.36, no.5 |
1 |
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Journal
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2024 |
Deep reinforcement learning extracts the optimal sepsis treatment policy from treatment records
Yunho Choi
Communications Medicine, v.4, pp.1-11 |
4 |
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Journal
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2024 |
Detection of Illicit Drugs with Multi-sensor E-nose using Multi-branch Convolutional Neural Networks
이호중
전자공학회논문지, v.61, no.10, pp.159-166 |
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Journal
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2023 |
A selective feature optimized multi-sensor based e-nose system detecting illegal drugs validated in diverse laboratory conditions
Hyung Wook Noh
Sensors and Actuators, B: Chemical, v.390, pp.1-10 |
19 |
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Journal
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2022 |
Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data
Yurim Lee, Eunji Jun
IEEE Journal of Biomedical and Health Informatics, v.26, no.8, pp.4270-4280 |
26 |
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Journal
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2022 |
Classifying Gas Data Measured Under Multiple Conditions Using Deep Learning
Hojung Lee
IEEE Access, v.10, pp.68138-68150 |
5 |
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Conference
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2021 |
Finding a Recent Health Status Area in EMR Time Series
이유경
한국소프트웨어 종합 학술 대회 2021, pp.1-3 |
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Conference
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2021 |
Does Identity Mapping Really Help in ResNet?
Yoo-Kyung Lee,
Dong-Hwan Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1077-1080 |
0 |
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Journal
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2021 |
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction
Eunji Jun
IEEE Transactions on Neural Networks and Learning Systems, v.32, no.9, pp.4052-4062 |
21 |
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Journal
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2020 |
Improved Recurrent Generative Adversarial Networks with Regularization Techniques and a Controllable Framework
Minhyeok Lee
Information Sciences, v.538, pp.428-443 |
12 |
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Conference
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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 |
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Conference
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2019 |
Automatic CAC Voxel Classification with Multi-scale CNN Architecture
Won Shik Kim
International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1351-1353 |
4 |
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Journal
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2019 |
Skin conductance responses in Major Depressive Disorder (MDD) under mental arithmetic stress
Ah Young Kim
PLOS ONE, v.14, no.4, pp.1-13 |
36 |
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Journal
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2019 |
Modeling Regional Dynamics in Low-frequency Fluctuation and Its Application to Autism Spectrum Disorder Diagnosis
Eunji Jun
NeuroImage, v.184, pp.669-686 |
24 |
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Conference
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2018 |
An Ensemble Method Utilizing Neural Network Based Stepwise Learning
임명은
한국소프트웨어 종합 학술 대회 2018, pp.866-867 |
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Conference
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2018 |
A novel missing value representation method using Autoencoder
한영웅
한국통신학회 종합 학술 발표회 (추계) 2018, pp.575-576 |
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Conference
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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 |
15 |
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Conference
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2017 |
Generating Artificial Blood Pressure Data using GAN(Generative Adversarial Network)
정호열
한국디지털콘텐츠학회/한국정보기술학회 공동 학술 발표 대회 2017, pp.201-202 |
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Conference
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2017 |
An ensemble prediction of health records using a deep learning method
임명은
한국디지털콘텐츠학회/한국정보기술학회 공동 학술 발표 대회 2017, pp.197-198 |
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Conference
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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 |
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Conference
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2017 |
Cardiovascular Disease Risk Prediction Using Deep Belief Network
이동훈
영상 처리 및 이해에 관한 워크샵 (IPIU) 2017, pp.1-3 |
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Conference
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2017 |
유사 사례 클러스터 기반 인공 신경망을 통한 미래 건강 추이 예측
김민호
영상 처리 및 이해에 관한 워크샵 (IPIU) 2017, pp.743-745 |
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Journal
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2016 |
Trends of Clinical Decision Support System(CDSS)
이동훈
전자통신동향분석, v.31, no.4, pp.77-85 |
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Conference
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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 |
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Conference
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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 |
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Conference
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2016 |
A Prediction Model on Blood Glucose based on Similar Patterns
김영원
한국 컴퓨터 종합 학술 대회 2016, pp.924-926 |
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Conference
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2016 |
유사 사례 기반 건강 수치 예측
김영원
영상 처리 및 이해에 관한 워크샵 (IPIU) 2016, pp.1-4 |
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Conference
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2016 |
Fast Similar Case Search on Medical Check-Up Records
Youngwoong Han
International Conference on Biomedical and Health Informatics (BHI) 2016, pp.1-1 |
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Journal
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2015 |
Toward High Utilization of Heterogeneous Computing Resources in SNP Detection
Myungeun Lim
ETRI Journal, v.37, no.2, pp.212-221 |
0 |
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Conference
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2015 |
특징 중요도와 유전 알고리즘을 이용한 건강 데이터베이스의 질병별 특징 추출 방법
김영원
영상 처리 및 이해에 관한 워크샵 (IPIU) 2015, pp.1-4 |
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Journal
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2015 |
개인 주도 건강 관리를 위한 개방형 힐링 SW 플랫폼
최재훈
정보처리학회지, v.22, no.1, pp.31-41 |
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Journal
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2014 |
헬스케어와 사물인터넷 융합기술 동향
최재훈
정보와 통신 : 한국통신학회지, v.31, no.12, pp.10-16 |
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Conference
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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 |
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Journal
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2014 |
Protein Thermal Stability Analysis Acceleration System Based on Parallel Computing
김대희
정보과학회논문지 : 소프트웨어 및 응용, v.41, no.6, pp.397-406 |
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Conference
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2014 |
Enhancement of Performance by Optimizing GPU based SNP Calling Method
Myungeun Lim
International Conference on Advanced Computing and Services (ACS) 2014, pp.112-114 |
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Conference
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2013 |
MC-SAMtools Using a Multi-Core System
김민호
한국정보처리학회 학술 발표 대회 (추계) 2013, pp.103-106 |
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Conference
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2013 |
Personalized Real-Time Stroke Management System
Joon-Ho Lim
International Conference on Computing and Convergence Technology (ICCCT) 2013, pp.190-193 |
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Conference
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2013 |
Research on Sports Activity Modeling and a Certification Method to Activate Personal Sports Activity
임명은
한국 컴퓨터 종합 학술 대회 2013, pp.352-354 |
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Journal
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2013 |
Evaluation of Alignment Methods for Genomic Analysis in HPC Environment
임명은
정보처리학회논문지 : 소프트웨어 및 데이터 공학, v.2, no.2, pp.107-112 |
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Conference
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2012 |
A Genomes Analysis Benchmark in High Performance Computing
최재훈
한국 컴퓨터 종합 학술 대회 2012, pp.A30-A32 |
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Conference
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2011 |
An App. Development for Medication Compliance Enhancements with Smart Phone
최재훈
한국 컴퓨터 종합 학술 대회 2011, pp.255-257 |
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Conference
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2010 |
A Remote Medication Monitoring System Development
최재훈
한국 컴퓨터 종합 학술 대회 2010, pp.206-211 |
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Conference
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2010 |
A Smart Pillbox Development for Remote Medication Monitoring
최재훈
한국통신학회 종합 학술 발표회 (하계) 2010, pp.268-269 |
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Journal
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2010 |
RSSI based Proximity User Detection System using Exponential Moving Average
윤기훈
전자공학회논문지 SP, v.47, no.4, pp.105-111 |
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|
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Conference
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2010 |
A Smart Pillbox for Remote Medication Managements of Chronic Patients
최재훈
대한전자공학회 종합 학술 대회 (하계) 2010, pp.1519-1522 |
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Journal
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2009 |
A Proactive Knowledge-Based System of Medication Assistances for Aged Persons
최재훈
정보과학회논문지 : 소프트웨어 및 응용, v.36, no.11, pp.920-927 |
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Conference
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2009 |
Design of a Context-Aware Model to Enhance Medication Adherence
Myung Eun Lim
International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS) 2009, pp.5147-5150 |
0 |
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Conference
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2009 |
A Medication Monitoring System for Compliance Enhancements with Smart Pillboxes
Jae Hun Choi
International ICST Conference (e-Health) 2009, pp.1-4 |
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Conference
|
2009 |
Implementation of a System and a Smart Pillbox Assisting Medication
임명은
대한전자공학회 종합 학술 대회 (하계) 2009, pp.788-789 |
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|
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Conference
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2009 |
A System Development for Monitoring Medications with Smart Pillboxes
최재훈
한국 컴퓨터 종합 학술 대회 2009, pp.172-176 |
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