1 code implementation • 21 Jan 2024 • Jawook Gu, Han-Cheol Cho, Jiho Kim, Kihyun You, Eun Kyoung Hong, Byungseok Roh
Moreover, models using expert-annotated data are limited by data scarcity and pre-defined classes, impacting their performance, flexibility and scalability.
1 code implementation • 20 Oct 2023 • Kihyun You, Jawook Gu, Jiyeon Ham, Beomhee Park, Jiho Kim, Eun Kyoung Hong, Woonhyunk Baek, Byungseok Roh
In this paper, we tackle the lack of image-text data in chest X-ray by expanding image-label pair as image-text pair via general prompt and utilizing multiple images and multiple sections in a radiologic report.
no code implementations • 13 Aug 2020 • Jawook Gu, Jong Chul Ye
The secondary auxiliary generator is needed to enforce the cycle-consistency, but the additional memory requirement and increases of the learnable parameters are the main huddles for cycleGAN training.
no code implementations • 7 Jul 2020 • Junghyun Lee, Jawook Gu, Jong Chul Ye
Metal artifact reduction (MAR) is one of the most important research topics in computed tomography (CT).
no code implementations • 29 Dec 2017 • Yoseob Han, Jawook Gu, Jong Chul Ye
Interior tomography for the region-of-interest (ROI) imaging has advantages of using a small detector and reducing X-ray radiation dose.
no code implementations • 4 Mar 2017 • Jawook Gu, Jong Chul Ye
Limited-angle computed tomography (CT) is often used in clinical applications such as C-arm CT for interventional imaging.