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Jae Hun Choi Principal Researcher
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Medical Information Research Section
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논문 검색결과
Type Year Title Cited Download
Journal
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
Journal
2024 Deep reinforcement learning extracts the optimal sepsis treatment policy from treatment records   Yunho Choi  Communications Medicine, v.4, pp.1-11 4
Journal
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
Journal
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
Journal
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
Journal
2022 Classifying Gas Data Measured Under Multiple Conditions Using Deep Learning   Hojung Lee  IEEE Access, v.10, pp.68138-68150 5
Conference
2021 Finding a Recent Health Status Area in EMR Time Series   이유경   한국소프트웨어 종합 학술 대회 2021, pp.1-3
Conference
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
Journal
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
Journal
2020 Improved Recurrent Generative Adversarial Networks with Regularization Techniques and a Controllable Framework   Minhyeok Lee  Information Sciences, v.538, pp.428-443 12
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
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
Journal
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
Journal
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
Conference
2018 An Ensemble Method Utilizing Neural Network Based Stepwise Learning   임명은   한국소프트웨어 종합 학술 대회 2018, pp.866-867
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 15
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 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 Cardiovascular Disease Risk Prediction Using Deep Belief Network   이동훈   영상 처리 및 이해에 관한 워크샵 (IPIU) 2017, pp.1-3
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
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 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 A Prediction Model on Blood Glucose based on Similar Patterns   김영원   한국 컴퓨터 종합 학술 대회 2016, pp.924-926
Conference
2016 유사 사례 기반 건강 수치 예측   김영원   영상 처리 및 이해에 관한 워크샵 (IPIU) 2016, pp.1-4
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
Journal
2015 Toward High Utilization of Heterogeneous Computing Resources in SNP Detection   Myungeun Lim   ETRI Journal, v.37, no.2, pp.212-221 0
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
Journal
2014 헬스케어와 사물인터넷 융합기술 동향   최재훈   정보와 통신 : 한국통신학회지, v.31, no.12, pp.10-16
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
Journal
2014 Protein Thermal Stability Analysis Acceleration System Based on Parallel Computing   김대희   정보과학회논문지 : 소프트웨어 및 응용, v.41, no.6, pp.397-406
Conference
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
Conference
2013 MC-SAMtools Using a Multi-Core System   김민호   한국정보처리학회 학술 발표 대회 (추계) 2013, pp.103-106
Conference
2013 Personalized Real-Time Stroke Management System   Joon-Ho Lim   International Conference on Computing and Convergence Technology (ICCCT) 2013, pp.190-193
Conference
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
Journal
2013 Evaluation of Alignment Methods for Genomic Analysis in HPC Environment   임명은   정보처리학회논문지 : 소프트웨어 및 데이터 공학, v.2, no.2, pp.107-112
Conference
2012 A Genomes Analysis Benchmark in High Performance Computing   최재훈   한국 컴퓨터 종합 학술 대회 2012, pp.A30-A32
Conference
2011 An App. Development for Medication Compliance Enhancements with Smart Phone   최재훈   한국 컴퓨터 종합 학술 대회 2011, pp.255-257
Conference
2010 A Remote Medication Monitoring System Development   최재훈   한국 컴퓨터 종합 학술 대회 2010, pp.206-211
Conference
2010 A Smart Pillbox Development for Remote Medication Monitoring   최재훈   한국통신학회 종합 학술 발표회 (하계) 2010, pp.268-269
Journal
2010 RSSI based Proximity User Detection System using Exponential Moving Average   윤기훈  전자공학회논문지 SP, v.47, no.4, pp.105-111
Conference
2010 A Smart Pillbox for Remote Medication Managements of Chronic Patients   최재훈   대한전자공학회 종합 학술 대회 (하계) 2010, pp.1519-1522
Journal
2009 A Proactive Knowledge-Based System of Medication Assistances for Aged Persons   최재훈   정보과학회논문지 : 소프트웨어 및 응용, v.36, no.11, pp.920-927
Conference
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
Conference
2009 A Medication Monitoring System for Compliance Enhancements with Smart Pillboxes   Jae Hun Choi   International ICST Conference (e-Health) 2009, pp.1-4
Conference
2009 Implementation of a System and a Smart Pillbox Assisting Medication   임명은   대한전자공학회 종합 학술 대회 (하계) 2009, pp.788-789
Conference
2009 A System Development for Monitoring Medications with Smart Pillboxes   최재훈   한국 컴퓨터 종합 학술 대회 2009, pp.172-176