Sitemap

A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Page Not Found </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Objective </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Archive Layout with Content </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Posts by Category </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Posts by Collection </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Curriculum Vitae </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Markdown </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Page Archive </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Projects </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Publications </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Sitemap </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Posts by Tags </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Selected Presentations </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Teaching </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Terms and Privacy Policy </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Blog posts </h2>

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Jupyter notebook markdown generator </h2>

Posts

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Future Blog Post </h2>

less than 1 minute read

Published: January 01, 2199

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Blog Post number 4 </h2>

less than 1 minute read

Published: August 14, 2015

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Blog Post number 3 </h2>

less than 1 minute read

Published: August 14, 2014

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Blog Post number 2 </h2>

less than 1 minute read

Published: August 14, 2013

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Blog Post number 1 </h2>

less than 1 minute read

Published: August 14, 2012

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

portfolio

Collaboration with Wonkwang University

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> 2020 KAIST End-Run Project </h2>

Collaboration with Samsung Medical Center

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Venture Research Program for Graduate and PhD students, KAIST </h2>

Collaboration with KAIST EE

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> L. Electronics </h2>

Collaboration with domestic Industry D. Corp.

publications

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Convolutional-neural-network based breast thickness correction in digital breast tomosynthesis </h2> <p class="page__date", style="font-size: smaller;">Published in 15th International Workshop on Breast Imaging (IWBI2020), 2020 </p>

Seoyoung Lee, Hyeongseok Kim, Hoyeon Lee, Uijin Jeong, Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> A novel low-dose dual-energy imaging method for a fast-rotating gantry-type CT scanner </h2> <p class="page__date", style="font-size: smaller;">Published in IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021 </p>

Sanghoon Cho, Seoyoung Lee, Jongha Lee, Donghyeon Lee, Hyoyi Kim, Jong-Hyun Ryu, Kilhwan Jeong, Kyu-Gyum Kim, Kwon-Ha Yoon, and Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Three-compartment-breast (3CB) prior-guided diffuse optical tomography based on dual-energy digital breast tomosynthesis (DBT) </h2> <p class="page__date", style="font-size: smaller;">Published in BIOMEDICAL OPTICS EXPRESS, 2021 </p>

Sungho Yun, Yejin Kim, Hyeongseok Kim, Seoyoung Lee, Uijin Jeong, Hoyeon Lee, Young-wook Choi, and Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> A feasibility study of dual-energy digital breast tomosynthesis for three-compartment-breast imaging </h2> <p class="page__date", style="font-size: smaller;">Published in SPIE 2022 Medical Imaging, 2022 </p>

Hyeongseok Kim, Hoyeon Lee, Seoyoung Lee, Young-Wook Choi, Young Jin Choi, Kee Hyun Kim, Wontaek Seo, Choul Woo Shin, Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Deep-learning-based projection-domain breast thickness estimation for shape-prior iterative image reconstruction in digital breast tomosynthesis </h2> <p class="page__date", style="font-size: smaller;">Published in MEDICAL PHYSICS, 2022 </p>

Seoyoung Lee, Hyeongseok Kim, Hoyeon Lee, Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> A feasibility study on deep-neural-network-based dose-neutral dual-energy digital breast tomosynthesis </h2> <p class="page__date", style="font-size: smaller;">Published in MEDICAL PHYSICS, 2023 </p>

Hyeongseok Kim^*, Hoyeon Lee^*, Seoyoung Lee, Young-Wook Choi, Young Jin Choi, Kee Hyun Kim, Wontaek Seo, Choul Woo Shin, Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Homogenization of multi-institutional chest x-ray images in various data transformation schemes </h2> <p class="page__date", style="font-size: smaller;">Published in JOURNAL OF MEDICAL IMAGING, 2023 </p>

Hyeongseok Kim^*, Seoyoung Lee^*, Woo Jung Shim, Min-Seong Choi, Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Predict Risk of Stereotactic Body Radiotherapy Induced Vertebral Compression Fracture Using Multi-Modal Deep Learning Network </h2> <p class="page__date", style="font-size: smaller;">Published in SPIE 2024 Medical Imaging, 2024 </p>

Seoyoung Lee, Hyoyi Kim, Haeyoung Kim, Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> A YOLO-based learning lesion classifier of pre-exposure scan in digital breast tomosynthesis </h2> <p class="page__date", style="font-size: smaller;">Published in 17th International Workshop on Breast Imaging (IWBI 2024), 2024 </p>

Seoyoung Lee, Subong Hyun, Donghyun Kim, Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Asymmetric scatter kernel superposition-inspired deep learning approach to estimate scatter in breast tomosynthesis </h2> <p class="page__date", style="font-size: smaller;">Published in 17th International Workshop on Breast Imaging (IWBI 2024), 2024 </p>

Subong Hyun, Seoyoung Lee, Uijin Jeong, Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Optimizing angular range in digital breast tomosynthesis: A phantom study investigating lesion detection across varied breast density and thickness </h2> <p class="page__date", style="font-size: smaller;">Published in Physica Medica, 2024 </p>

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

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> TMAA-net: Tensor-domain Multi-planal Anti-Aliasing network for Sparse-view CT Image Reconstruction </h2> <p class="page__date", style="font-size: smaller;">Published in Physics in Medicine & Biology , 2024 </p>

Sungho Yun, Seoyoung Lee, Da-in Choi, Taewon Lee and Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> A diffusion-model-based dual-domain approach for CT metal artifact reduction </h2> <p class="page__date", style="font-size: smaller;">Published in SPIE 2025 Medical Imaging, 2025 </p>

Subong Hyun, Da-in Choi, Sungho Yun, Seoyoung Lee, Seungryong Cho

Download Paper

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Evaluation of deep learning-based scatter correction in x-ray breast imaging: across image domains and downsampling ratios </h2> <p class="page__date", style="font-size: smaller;">Published in SPIE 2025 Medical Imaging, 2025 </p>

Seoyoung Lee, Subong Hyun, Seungryong Cho

Download Paper

talks

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Beam-filter-based dual-energy CT imaging by use of sinogram streaking </h2>

Published: November 01, 2019

Sanghoon Cho, Seoyoung Lee, Jongha Lee, Seungryong Cho

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Breast shape reconstruction during digital breast tomosynthesis based on discrete algebraic reconstruction technique </h2>

Published: May 25, 2020

Seoyoung Lee, Hyeongseok Kim, Seungryong Cho

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Breast thickness map estimation and its associated correction in DBT imaging </h2>

Published: July 25, 2021

Seoyoung Lee, Hyeongseok Kim, Hoyeon Lee, Seungryong Cho

More information here

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Multi-frequency-based CXR data normalization for deep-neural-network classifier </h2>

Published: July 25, 2021

Hyeongseok Kim, Seoyoung Lee, Woo Jung Shim, Daechul Cho, Seungryong Cho

More information here

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Prediction of Vertebral Compression Fracture after Stereotactic Body Radiotherapy using Multi-modal Network </h2>

Published: September 09, 2021

Seoyoung Lee, Hyoyi Kim, Haeyoung Kim, Seungryong Cho

More information here

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Multi-modal Deep-learning Based Prediction of Stereotactic Body Radiotherapy Induced Vertebral Compression Fracture </h2>

Published: December 01, 2021

Seoyoung Lee, Hyoyi Kim, Haeyoung Kim, Seungryong Cho

More information here

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Deep-Unfolding-Network-Based Non-Blind Deblurring for Fast-Rotating Wide-Angle Digital Breast Tomosynthesis </h2>

Published: July 12, 2022

Subong Hyun, Seoyoung Lee, Hyeongseok Kim, Seungryong Cho

More information here

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Statistical evaluation of the computational reader in multi-angle digital breast tomosynthesis system for parameter suggestion </h2>

Published: September 23, 2022

Seoyoung Lee, Subong Hyun, Seungryong Cho

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Model observer analysis for suggestion of angular range in digital breast tomosynthesis based on patient breast type </h2>

Published: January 10, 2023

Seoyoung Lee, Hyeongseok Kim, Hoyeon Lee, Seungryong Cho

More information here

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Denoising of pre-shot images using the diffusion model for digital breast tomosynthesis </h2>

Published: April 13, 2023

Seoyoung Lee, Subong Hyun, Seungryong Cho

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Enhancing of Scout Scan Using Diffusion Denoising in Digital Breast Tomosynthesis </h2>

Published: July 25, 2023

Seoyoung Lee, Subong Hyun, Seungryong Cho

More information here

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Automatic Instant Teeth Segmentation of Panoramic Radiographs Using Multi-Frequency Processing </h2>

Published: July 27, 2023

Yeon Kyoung Choi, Seoyoung Lee, Seungryong Cho

More information here

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> You Only Look Pre-shot: A YOLO-based lesion detection of pre-shot exposure data in tomosynthesis </h2>

Published: October 19, 2023

Seoyoung Lee, Subong Hyun, Donghyeon Kim, Seungryong Cho

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Comparative Analysis of Deep Learning-Based Scatter Correction Across Various Domains and Downsampling Ratios </h2>

Published: August 29, 2024

Seoyoung Lee, Seungryong Cho

teaching

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Teaching Assistant </h2>

Undergraduate course, KAIST, Dept. of Nuclear and Quantum Engineering, 2019

NQe201 Fundamentals of Nuclear and Quantum Science, KAIST (English)

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Special Lecture </h2>

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

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Teaching Assistant </h2>

Undergraduate course, KAIST, Dept. of Nuclear and Quantum Engineering, 2021

NQe471 Experiments in Quantum Engineering, KAIST

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Counselling Assistant </h2>

Undergraduate course, KAIST, Dept. of Nuclear and Quantum Engineering, 2022

Dept. of Nuclear and Quantum Engineering, Undergraduate counselling assistant

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Undergraduate research mentoring </h2>

Undergraduate course, KAIST, Dept. of Nuclear and Quantum Engineering, 2022

Mentoring Undergraduate Individual Research

<h2 class="archive__item-title" itemprop="headline", style="font-size: 1.1em"> Teaching Assistant </h2>

Undergraduate course, KAIST, Dept. of Nuclear and Quantum Engineering, 2023

NQe471 Experiments in Quantum Engineering, KAIST

Seoyoung "Ether" Lee

Sitemap

Pages

Posts

portfolio

publications

talks

teaching