Ms. Seoyoung Lee Profile

Seoyoung Lee

at KAIST

SPIE Involvement:

Author

Publications (6)

Proceedings Article | 29 May 2024 Paper

A YOLO-based learning lesion classifier of pre-exposure scan in digital breast tomosynthesis

Seoyoung Lee, Subong Hyun, Donghyun Kim, Seungryong Cho

Proceedings Volume 13174, 131740C (2024) https://doi.org/10.1117/12.3025819

KEYWORDS: Digital breast tomosynthesis, X-rays, Monte Carlo methods, Image processing, Breast, Mammography, Object detection, Cancer detection

Read Abstract +

Proceedings Article | 29 May 2024 Paper

Asymmetric scatter kernel superposition-inspired deep learning approach to estimate scatter in breast tomosynthesis

Subong Hyun, Seoyoung Lee, Uijin Jeong, Seungryong Cho

Proceedings Volume 13174, 1317415 (2024) https://doi.org/10.1117/12.3024774

KEYWORDS: Digital breast tomosynthesis, Deep learning, Breast, X-rays

Read Abstract +

Proceedings Article | 29 March 2024 Poster + Paper

Risk prediction of stereotactic-body-radiotherapy-induced vertebral compression fracture using multi-modal deep learning network

Seoyoung Lee, Hyoyi Kim, Haeyoung Kim, Seungryong Cho

Proceedings Volume 12928, 1292824 (2024) https://doi.org/10.1117/12.3006647

KEYWORDS: Radiotherapy, Computed tomography, Deep learning, Network architectures, Spine, Neural networks, Cancer, Tumors

Read Abstract +

SPIE Journal Paper | 26 April 2023 Open Access

Homogenization of multi-institutional chest x-ray images in various data transformation schemes

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

JMI, Vol. 10, Issue 06, 061103, (April 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.6.061103

KEYWORDS: Education and training, Chest imaging, Lung, Radiomics, Homogenization, Data modeling, Visualization, Image processing, Mahalanobis distance, Image segmentation

Read Abstract +

DOWNLOAD PAPER

Proceedings Article | 4 April 2022 Presentation + Paper

A feasibility study of dual-energy digital breast tomosynthesis for three-compartment-breast imaging

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

Proceedings Volume 12031, 1203103 (2022) https://doi.org/10.1117/12.2611606

KEYWORDS: Digital breast tomosynthesis, Proteins, Calibration, Breast, X-rays, Prototyping, Data acquisition, Tissues, Solids, Diagnostics

Read Abstract +

Proceedings Article | 22 May 2020 Paper

Convolutional-neural-network based breast thickness correction in digital breast tomosynthesis

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

Proceedings Volume 11513, 115131E (2020) https://doi.org/10.1117/12.2560909

KEYWORDS: Breast, Digital breast tomosynthesis, Image segmentation, Convolution, X-rays, Convolutional neural networks, Image compression, Machine learning

Read Abstract +

Showing 5 of 6 publications

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years