Research Record

• [학술지논문] Deep learning-assisted diagnosis of extrahepatic common bile duct obstruction using MRCP imaging and clinical parameters CURRENT MEDICAL IMAGING REVIEWS, 2025, v.21 no.0 , 1-10
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• [학술지논문] Diagnosis of invasive pancreatic cancer in endoscopic ultrasound images leveraging translation models BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, v.102 no.0 , 107389-107389
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• [학술지논문] Extended aperture image reconstruction for plane-wave imaging ULTRASONICS, 2023, v.134 no.0 , 1-8
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• [학술지논문] Vascular wall motion detection models based on long short-term memory in plane-wave-based ultrasound imaging PHYSICS IN MEDICINE AND BIOLOGY, 2023, v.68 no.7 , 1-15
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• [학술지논문] Collective bacterial disinfection by opto-chemical treatment on mature biofilm in clinical endoscope JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY, 2022, v.226 no.0 , 112367-112367
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• [학술지논문] Reconstruction for plane-wave ultrasound imaging using modified U-Net-based beamformer COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2022, v.98 no.0 , 102073-102073
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• [학술지논문] Semantic Segmentation of Pancreatic Cancer in Endoscopic Ultrasound Images Using Deep Learning Approach CANCERS, 2022, v.14 no.20 , 5111-5111
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• [학술지논문] Universal Convolutional Neural Network for Histology-Independent Analysis of Collagen Fiber Organization in Scar Tissue IEEE ACCESS, 2022, v.10 no.0 , 34379-34392
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• [학술발표] 2D Motion Tracking for Vascular Wall in Ultrasound Imaging 2024 International Conference on Electronics, Information, and Communication (ICEIC), 대만, 2024-03-19 2024 International Conference on Electronics, Information, and Communication, ICEIC 2024, 2024
• [학술발표] Analysis of cytology images using deep learning for the diagnosis of pancreatic cancer International Conference on Electronics, Information, and Communication (ICEIC), 대만, 2024-01-30 International Conference on Electronics, Information, and Communication (ICEIC), 2024
• [학술발표] Deep supervised domain adaptation for invasive pancreatic cancer diagnosis from endoscopic ultrasound images SPIE Medical Imaging, 미국, 2024-04-01 Proceedings of SPIE, 2024
• [학술발표] Sensorless Force Estimation for Robotic Ultrasound Imaging Using CNN-RNN Based Network IEEE ULTRASOCINC, FERROELECTRICS, AND FREQUENCY CONTROL JOINT SYMPOSIUM, 대만, 2024-09-24 2024 IEEE ULTRASOCINC, FERROELECTRICS, AND FREQUENCY CONTROL JOINT SYMPOSIUM, 2024
• [학술발표] Store object recognition using deep learning approach International Conference on Electronics, Information, and Communication (ICEIC), 대만, 2024-01-30 International Conference on Electronics, Information, and Communication (ICEIC), 2024
• [학술발표] Tracking 2D Vascular Wall Motion in In Vivo Ultrasound Imaging IEEE ULTRASOCINC, FERROELECTRICS, AND FREQUENCY CONTROL JOINT SYMPOSIUM, 대만, 2024-09-24 2024 IEEE ULTRASOCINC, FERROELECTRICS, AND FREQUENCY CONTROL JOINT SYMPOSIUM, 2024
• [학술발표] A Fusion Model For Extrahepatic Bile Duct Classification On MRCP Images 35th workshop on image processing and image understanding, 대한민국, 2023-02-09 Proceedings of IPIU, 2023
• [학술발표] Analysis of cytology images using deep learning for the diagnosis of pancreatic cancer 35th workshop on image processing and image understanding, 대한민국, 2023-02-09 Proceedings of IPIU, 2023
• [학술발표] Autonomous ultrasound imaging system The International Symposium on Integrated Medical Solutions 2023, 대한민국, 2023-06-01 The International Symposium on Integrated Medical Solutions 2023, 2023
• [학술발표] Deep Learning Approaches for Ultrasound The 54th Annual Congress of Korean Society of Ultrasound in Medicine, 대한민국, 2023-05-11 al Congress of Korean Society of Ultrasound in Medicine, 2023
• [학술발표] Deep Learning Based Classification of Extrahepatic Common Bile Duct from MRCP Images The International Symposium on Integrated Medical Solutions 2023, 대한민국, 2023-06-01 The International Symposium on Integrated Medical Solutions 2023, 2023
• [학술발표] A deep learning based vascular wall motion tracking for ultrasound imaging The International Congress on Acoustics, 대한민국, 2022-10-27 Proceedings of the 24th International Congress on Acoustics, 2022
• [학술발표] High resolution ultrasound image reconstruction for plane-wave imaging using deep learning The International Congress on Acoustics, 대한민국, 2022-10-27 Proceedings of the 24th International Congress on Acoustics, 2022
• Deep Learning-assisted Diagnosis of Extrahepatic Common Bile Duct Obstruction Using MRCP Imaging and Clinical Parameters Current medical imaging, 2025, v.21, e15734056363648
  SCIE Scopus dColl.
• Diagnosis of invasive pancreatic cancer in endoscopic ultrasound images leveraging translation models BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, v.102, 107389
  SCIE Scopus dColl.
• [학술지논문] Defect Detection in Printed Circuit Boards Using Semi-Supervised Learning SENSORS, 2023, v.23 no.6 , 1-17
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• [학술지논문] Deep Learning for Analysis of Collagen Fiber Organization in Scar Tissue IEEE ACCESS, 2021, v.9 no.0 , 101755-101764
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• [학술지논문] Deep Learning-Based Differentiation between Mucinous Cystic Neoplasm and Serous Cystic Neoplasm in the Pancreas Using Endoscopic Ultrasonography Diagnostics, 2021, v.11 no.6 , 1052-1052
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• [학술지논문] Detection of Muscle Activation during Resistance Training Using Infrared Thermal Imaging SENSORS, 2021, v.21 no.13 , 4505-4505
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• [학술지논문] Effect of dual-wavelength (visible and near-infrared) light sources on non-contact heart rate detection ELECTRONICS LETTERS, 2021, v.57 no.4 , 166-168
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• [학술지논문] Opto-chemical treatment for enhanced high-level disinfection of mature bacterial biofilm in a Teflon-based endoscope model BIOMEDICAL OPTICS EXPRESS, 2021, v.12 no.9 , 5736-5750
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• [학술지논문] 3M-Brazzein as a Natural Sugar Substitute Attenuates Obesity, Metabolic Disorder, and Inflammation JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2020, v.68 no.7 , 2183-2192
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• [학술지논문] Application of Ultrasound Thermal Imaging for Monitoring Laser Ablation in Ex Vivo Cardiac Tissue LASERS IN SURGERY AND MEDICINE, 2020, v.52 no.3 , 218-227
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• [학술지논문] Intelligent Ultrasonic Flow Measurement Using Linear Array Transducer With Recurrent Neural Networks IEEE ACCESS, 2020, v.8 no.0 , 137564-137573
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• [학술지논문] Multi-Angle Liquid Flow Measurement Using Ultrasonic Linear Array Transducer SENSORS, 2020, v.20 no.2 , 388-388
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• [학술지논문] Quantitative Monitoring of Tattoo Contrast Variations after 755-nm Laser Treatments in In Vivo Tattoo Models SENSORS, 2020, v.20 no.1 , 285-285
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• [학술지논문] Temporal modulation of optical energy for enhanced photothermal hemostasis of intraoperative bleeding during laser treatment JOURNAL OF BIOPHOTONICS, 2020, v.13 no.8 , 202000086-202000086
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