| 2023 | Breathing-Associated Facial Region Segmentation for Thermal Camera-Based Indirect Breathing Monitoring
| IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE |
| 2023 | Deep Learning on Multiphysical Features and Hemodynamic Modeling for Abdominal Aortic Aneurysm Growth Prediction | IEEE TRANSACTIONS ON MEDICAL IMAGING |
| 2022 | 작업자의 안전관리를 위한 웨어러블 산소포화도 측정 플랫폼 | 스마트미디어저널 |
| 2022 | Thermodiluted relative tidal volume estimation using a thermal camera in operating room under spinal anesthesia
| BIOMEDICAL ENGINEERING ONLINE |
| 2022 | Fully automated quantification of cardiac chamber and function assessment in 2-D echocardiography: clinical feasibility of deep learning-based algorithms | INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING |
| 2021 | Segmentation of white matter hyperintensities on 18 F-FDG PET/CT images with a generative adversarial network | EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING |
| 2021 | Postganglionic Sudomotor Dysfunction and Brain Glucose Hypometabolism in Patients with Multiple System Atrophy | JOURNAL OF PARKINSONS DISEASE |
| 2021 | In vitro delivery efficiencies of nebulizers for different breathing patterns
| BIOMEDICAL ENGINEERING ONLINE |
| 2021 | Interoperability Reference Models for Applications of Artificial Intelligence in Medical Imaging
| APPLIED SCIENCES-BASEL |
| 2021 | PET/CT for Brain Amyloid: A Feasibility Study for Scan Time Reduction by Deep Learning | CLINICAL NUCLEAR MEDICINE |
| 2021 | Effects of Driving Frequency and Voltage on the Performances of Vibrating Mesh Nebulizers
| APPLIED SCIENCES-BASEL |
| 2020 | Frequency decomposition and phase synchronization of the visual evoked potential using the empirical mode decomposition | BIOMEDIZINISCHE TECHNIK |
| 2020 | Multi-slice representational learning of convolutional neural network for Alzheimer's disease classification using positron emission tomography
| BIOMEDICAL ENGINEERING ONLINE |
| 2020 | Respiration Rate Estimation Based on Independent Component Analysis of Accelerometer Data: Pilot Single-Arm Intervention Study
| JMIR MHEALTH AND UHEALTH |
| 2020 | Semantic Segmentation of White Matter in FDG-PET Using Generative Adversarial Network | JOURNAL OF DIGITAL IMAGING |
| 2020 | Slice-selective learning for Alzheimer's disease classification using a generative adversarial network: a feasibility study of external validation | EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING |
| 2020 | Aerosol Delivery of Dornase Alfa Generated by Jet and Mesh Nebulizers
| PHARMACEUTICS |
| 2020 | Synthesis of Electrocardiogram V Lead Signals from Limb Lead Measurement using R peak Aligned Generative Adversarial Network | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS |
| 2020 | 외래환자 대기시간 단축에 대한 시뮬레이션 모델 연구
| Journal of Korea Multimedia Society (멀티미디어학회논문지) |
| 2020 | 심전도 신호의 전력선 잡음 제거를 위한 Deep De-noising Network 설계
| Journal of Korea Multimedia Society (멀티미디어학회논문지) |
| 2020 | Radar-Based Detection of Respiration Rate with Adaptive Harmonic Quefrency Selection
| SENSORS |
| 2020 | 다중 모달 생체신호를 이용한 딥러닝 기반 감정 분류
| Journal of Korea Multimedia Society (멀티미디어학회논문지) |
| 2020 | 머신러닝 기반 무릎 골 관절염 심각도 분류를 위한 특징 중요도 분석 | Journal of the Institute of Electronics and Information Engineers of Korea (전자공학회논문지) |
| 2020 | Recognition of Negative Emotion using Long Short-Term Memory with Bio-Signal Feature Compression
| SENSORS |
| 2019 | 의안 제작을 위한 광경화 방식 3D 프린터에 적용 가능한 소재 선정 및 장비 최적화를 위한 실험적 연구
| Journal of Biomedical Engineering Research (의공학회지) |
| 2019 | Level-Set Segmentation-Based Respiratory Volume Estimation Using a Depth Camera | IEEE Journal of Biomedical and Health Informatics |
| 2019 | A deep neural network-based pain classifier using a photoplethysmography signal
| SENSORS |
| 2019 | Respiratory measurement using infrared thermography and respiratory volume monitor during sedation in patients undergoing endoscopic urologic procedures under spinal anesthesia | JOURNAL OF CLINICAL MONITORING AND COMPUTING |
| 2018 | 수면 단계에 따른 심전도 신호의 상관관계 분석 | Journal of Korea Multimedia Society (멀티미디어학회논문지) |
| 2018 | Analysis of the Emotional-Cognitive Processes using a Modified Multisource Interference Task and Recording of EEG and Behavioral Responses | Neurophysiology |
| 2018 | Design of User-Customized Negative Emotion Classifier Based on Feature Selection Using Physiological Signal Sensors
| SENSORS |
| 2018 | 3D 프린팅 기술을 적용한 상완골 간부골절의 수술 계획의 유용성 | Journal of the Institute of Electronics and Information Engineers of Korea (전자공학회논문지) |
| 2018 | The analgesic potency dose of remifentanil to minimize stress response induced by intubation and measurement uncertainty of Surgical Pleth Index.
| MINERVA ANESTESIOLOGICA |
| 2018 | 열화상 카메라를 이용한 움직임 보정 기반 호흡 수 계산 | Journal of Korea Multimedia Society (멀티미디어학회논문지) |
| 2018 | 수면 분석을 위한 다중 모달 생체신호 측정 시스템
| Journal of Korea Multimedia Society (멀티미디어학회논문지) |
| 2018 | Occupancy 센서와 도플러 Radar를 이용한침상 모니터링 시스템 | Journal of Korea Multimedia Society (멀티미디어학회논문지) |
| 2017 | 폐 결절 검출을 위한 합성곱 신경망의 성능 개선
| Journal of Biomedical Engineering Research (의공학회지) |
| 2017 | Tooth Segmentation Using Gaussian Mixture Model and Genetic Algorithm | JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS |
| 2017 | 이산 웨이브렛 변환을 이용한 고각성 부정 감성의 GSR 신호 분석
| Korean Journal of the Science of Emotion & Sensibility (감성과학) |
| 2017 | Exploring for the optimal structural design for the 3D-printing technology for cranial reconstruction: a biomechanical and histological study comparison of solid vs. porous structure | CHILDS NERVOUS SYSTEM |
| 2017 | 레벨 셋 기반의 깊이 카메라를 이용한 호흡수 측정
| Journal of Korea Multimedia Society (멀티미디어학회논문지) |
| 2017 | 심전도를 이용한 통증자각 패턴분류기 설계
| Journal of Korea Multimedia Society (멀티미디어학회논문지) |
| 2017 | Secure Transmission for Interactive Three-Dimensional Visualization System
| Journal of International Society for Simulation Surgery |
| 2017 | Cross-association analysis of EEG and EMG signals according to movement intention state | COGNITIVE SYSTEMS RESEARCH |
| 2017 | 다중 생체신호를 이용한 신경망 기반 전산화 감정해석
| Korean Journal of the Science of Emotion & Sensibility (감성과학) |
| 2017 | 컴퓨터 보조진단을 위한 초음파 영상에서갑상선 결절의 텍스쳐 분석 | Journal of Korea Multimedia Society (멀티미디어학회논문지) |
| 2016 | Texture Analysis of Supraspinatus Ultrasound Image for Computer Aided Diagnostic System
| HEALTHCARE INFORMATICS RESEARCH |
| 2016 | 데이터 획득장치에 이용되는 포토센서에 대한 DAS의 신호분석연구
| Journal of Rehabilitation Welfare Engineering & Assistive Technology (재활복지공학회논문지) |
| 2016 | 깊이 카메라를 이용한 호흡률 측정에 미치는 영향 요인 분석
| Korean Journal of the Science of Emotion & Sensibility (감성과학) |
| 2016 | 선형-비선형 특징추출에 의한 비정상 심전도 신호의 랜덤포레스트 기반 분류
| Journal of Biomedical Engineering Research (의공학회지) |
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