no code implementations • 2 Aug 2023 • Ziyi Huang, Hongshan Liu, Haofeng Zhang, Xueshen Li, Haozhe Liu, Fuyong Xing, Andrew Laine, Elsa Angelini, Christine Hendon, Yu Gan
One key advantage of our model is its ability to train deep networks using SAM-generated pseudo labels without relying on a set of expert-level annotations while attaining good segmentation performance.
no code implementations • 22 Jul 2023 • Xueshen Li, Hongshan Liu, Xiaoyu Song, Brigitta C. Brott, Silvio H. Litovsky, Yu Gan
There is a significant need for the generation of virtual histological information from coronary optical coherence tomography (OCT) images to better guide the treatment of coronary artery disease.
no code implementations • 20 Jul 2023 • Xueshen Li, Zhenxing Dong, Hongshan Liu, Jennifer J. Kang-Mieler, Yuye Ling, Yu Gan
Optical coherence tomography (OCT) has stimulated a wide range of medical image-based diagnosis and treatment in fields such as cardiology and ophthalmology.
no code implementations • 24 Jan 2023 • Xueshen Li, Yu Gan, David Duan, Xiao Yang
In this paper, we develop algorithms to detect and measure human gastric peristalsis (contraction wave) using video sequences acquired by MCCE.
no code implementations • 12 Nov 2022 • Xueshen Li, Hongshan Liu, Xiaoyu Song, Brigitta C. Brott, Silvio H. Litovsky, Yu Gan
Histopathological analysis is crucial in artery characterization for coronary artery disease (CAD).
no code implementations • 12 Nov 2022 • Hongshan Liu, Xueshen Li, Abdul Latif Bamba, Xiaoyu Song, Brigitta C. Brott, Silvio H. Litovsky, Yu Gan
With the calibrated confidence score of each prediction, we lower the uncertainty of predictions in calcification detection.
no code implementations • 26 Apr 2022 • Hongshan Liu, Colin Aderon, Noah Wagon, Abdul Latif Bamba, Xueshen Li, Huapu Liu, Steven MacCall, Yu Gan
Identifying players from videos in each play is also essential for the indexing of player participation.
no code implementations • 25 Apr 2022 • Xueshen Li, Shengting Cao, Hongshan Liu, Xinwen Yao, Brigitta C. Brott, Silvio H. Litovsky, Xiaoyu Song, Yuye Ling, Yu Gan
There is a trade-off between high spatial resolution and fast scanning rate for coronary imaging.