NRF-2016M3A9E994183722
Collaboration with Wonkwang University
Posts by Collection
portfolio
2020 KAIST End-Run Project
Collaboration with Samsung Medical Center
Venture Research Program for Graduate and PhD students, KAIST
Collaboration with KAIST EE
RS-2020-KD000012
Collaboration with domestic Industry D. Corp.
publications
Convolutional-neural-network based breast thickness correction in digital breast tomosynthesis
Published in 15th International Workshop on Breast Imaging (IWBI2020), 2020
Seoyoung Lee, Hyeongseok Kim, Hoyeon Lee, Uijin Jeong, Seungryong Cho
A novel low-dose dual-energy imaging method for a fast-rotating gantry-type CT scanner
Published in IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021
Sanghoon Cho, Seoyoung Lee, Jongha Lee, Donghyeon Lee, Hyoyi Kim, Jong-Hyun Ryu, Kilhwan Jeong, Kyu-Gyum Kim, Kwon-Ha Yoon, and Seungryong Cho
Three-compartment-breast (3CB) prior-guided diffuse optical tomography based on dual-energy digital breast tomosynthesis (DBT)
Published in BIOMEDICAL OPTICS EXPRESS, 2021
Sungho Yun, Yejin Kim, Hyeongseok Kim, Seoyoung Lee, Uijin Jeong, Hoyeon Lee, Young-wook Choi, and Seungryong Cho
A feasibility study of dual-energy digital breast tomosynthesis for three-compartment-breast imaging
Published in SPIE 2022 Medical Imaging, 2022
Hyeongseok Kim, Hoyeon Lee, Seoyoung Lee, Young-Wook Choi, Young Jin Choi, Kee Hyun Kim, Wontaek Seo, Choul Woo Shin, Seungryong Cho
Deep-learning-based projection-domain breast thickness estimation for shape-prior iterative image reconstruction in digital breast tomosynthesis
Published in MEDICAL PHYSICS, 2022
Seoyoung Lee, Hyeongseok Kim, Hoyeon Lee, Seungryong Cho
A feasibility study on deep-neural-network-based dose-neutral dual-energy digital breast tomosynthesis
Published in MEDICAL PHYSICS, 2023
Hyeongseok Kim*, Hoyeon Lee*, Seoyoung Lee, Young-Wook Choi, Young Jin Choi, Kee Hyun Kim, Wontaek Seo, Choul Woo Shin, Seungryong Cho
Homogenization of multi-institutional chest x-ray images in various data transformation schemes
Published in JOURNAL OF MEDICAL IMAGING, 2023
Hyeongseok Kim*, Seoyoung Lee*, Woo Jung Shim, Min-Seong Choi, Seungryong Cho
Predict Risk of Stereotactic Body Radiotherapy Induced Vertebral Compression Fracture Using Multi-Modal Deep Learning Network
Published in SPIE 2024 Medical Imaging, 2024
Seoyoung Lee, Hyoyi Kim, Haeyoung Kim, Seungryong Cho
A YOLO-based learning lesion classifier of pre-exposure scan in digital breast tomosynthesis
Published in 17th International Workshop on Breast Imaging (IWBI 2024), 2024
Seoyoung Lee, Subong Hyun, Donghyun Kim, Seungryong Cho
Asymmetric scatter kernel superposition-inspired deep learning approach to estimate scatter in breast tomosynthesis
Published in 17th International Workshop on Breast Imaging (IWBI 2024), 2024
Subong Hyun, Seoyoung Lee, Uijin Jeong, Seungryong Cho
Optimizing angular range in digital breast tomosynthesis: A phantom study investigating lesion detection across varied breast density and thickness
Published in Physica Medica, 2024
Hee Jeong Kim, Hak Hee Kim, Hye Joung Eom, Woo Jung Choi, Eun Young Chae, Hee Jung Shin, Joo Hee Cha, Young Wook Choi, Young Jin Choi, Kee Hyun Kim, Joongkee Min, Woo Hyun Shim, Seoyoung Lee, Seungryong Cho
TMAA-net: Tensor-domain Multi-planal Anti-Aliasing network for Sparse-view CT Image Reconstruction
Published in Physics in Medicine & Biology , 2024
Sungho Yun, Seoyoung Lee, Da-in Choi, Taewon Lee and Seungryong Cho
A diffusion-model-based dual-domain approach for CT metal artifact reduction
Published in SPIE 2025 Medical Imaging, 2025
Subong Hyun, Da-in Choi, Sungho Yun, Seoyoung Lee, Seungryong Cho
Evaluation of deep learning-based scatter correction in x-ray breast imaging: across image domains and downsampling ratios
Published in SPIE 2025 Medical Imaging, 2025
Seoyoung Lee, Subong Hyun, Seungryong Cho
talks
Beam-filter-based dual-energy CT imaging by use of sinogram streaking
Published:
Sanghoon Cho, Seoyoung Lee, Jongha Lee, Seungryong Cho
Breast shape reconstruction during digital breast tomosynthesis based on discrete algebraic reconstruction technique
Published:
Seoyoung Lee, Hyeongseok Kim, Seungryong Cho
Breast thickness map estimation and its associated correction in DBT imaging
Published:
Seoyoung Lee, Hyeongseok Kim, Hoyeon Lee, Seungryong Cho
Multi-frequency-based CXR data normalization for deep-neural-network classifier
Published:
Hyeongseok Kim, Seoyoung Lee, Woo Jung Shim, Daechul Cho, Seungryong Cho
Prediction of Vertebral Compression Fracture after Stereotactic Body Radiotherapy using Multi-modal Network
Published:
Seoyoung Lee, Hyoyi Kim, Haeyoung Kim, Seungryong Cho
Multi-modal Deep-learning Based Prediction of Stereotactic Body Radiotherapy Induced Vertebral Compression Fracture
Published:
Seoyoung Lee, Hyoyi Kim, Haeyoung Kim, Seungryong Cho
Deep-Unfolding-Network-Based Non-Blind Deblurring for Fast-Rotating Wide-Angle Digital Breast Tomosynthesis
Published:
Subong Hyun, Seoyoung Lee, Hyeongseok Kim, Seungryong Cho
Statistical evaluation of the computational reader in multi-angle digital breast tomosynthesis system for parameter suggestion
Published:
Seoyoung Lee, Subong Hyun, Seungryong Cho
Model observer analysis for suggestion of angular range in digital breast tomosynthesis based on patient breast type
Published:
Seoyoung Lee, Hyeongseok Kim, Hoyeon Lee, Seungryong Cho
Denoising of pre-shot images using the diffusion model for digital breast tomosynthesis
Published:
Seoyoung Lee, Subong Hyun, Seungryong Cho
Enhancing of Scout Scan Using Diffusion Denoising in Digital Breast Tomosynthesis
Published:
Seoyoung Lee, Subong Hyun, Seungryong Cho
Automatic Instant Teeth Segmentation of Panoramic Radiographs Using Multi-Frequency Processing
Published:
Yeon Kyoung Choi, Seoyoung Lee, Seungryong Cho
You Only Look Pre-shot: A YOLO-based lesion detection of pre-shot exposure data in tomosynthesis
Published:
Seoyoung Lee, Subong Hyun, Donghyeon Kim, Seungryong Cho
Comparative Analysis of Deep Learning-Based Scatter Correction Across Various Domains and Downsampling Ratios
Published:
Seoyoung Lee, Seungryong Cho
teaching
Teaching Assistant
Undergraduate course, KAIST, Dept. of Nuclear and Quantum Engineering, 2019
NQe201 Fundamentals of Nuclear and Quantum Science, KAIST (English)
Special Lecture
Graduate course, KAIST, Dept. of Nuclear and Quantum Engineering, 2021
NQe503 Radiation Science, Technology, and Applications, KAIST Hands on session of CT reconstruction and deep learning
Teaching Assistant
Undergraduate course, KAIST, Dept. of Nuclear and Quantum Engineering, 2021
NQe471 Experiments in Quantum Engineering, KAIST
Counselling Assistant
Undergraduate course, KAIST, Dept. of Nuclear and Quantum Engineering, 2022
Dept. of Nuclear and Quantum Engineering, Undergraduate counselling assistant
Undergraduate research mentoring
Undergraduate course, KAIST, Dept. of Nuclear and Quantum Engineering, 2022
Mentoring Undergraduate Individual Research
Teaching Assistant
Undergraduate course, KAIST, Dept. of Nuclear and Quantum Engineering, 2023
NQe471 Experiments in Quantum Engineering, KAIST