K
Kacy Chou
Researcher at University College London
Publications - 2
Citations - 20
Kacy Chou is an academic researcher from University College London. The author has contributed to research in topics: Coronary arteries & Deep learning. The author has co-authored 2 publications.
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Journal ArticleDOI
A Computationally Efficient Approach to Segmentation of the Aorta and Coronary Arteries Using Deep Learning
Wing Keung Cheung,Robert G. Bell,Arjun Nair,Leon Menezes,Riyaz S. Patel,Simon Wan,Kacy Chou,Jiahang Chen,Ryo Torii,Rhodri H Davies,James C. Moon,Daniel C. Alexander,Joseph Jacob +12 more
TL;DR: In this paper, a fully automatic two-dimensional Unet model is proposed to segment the aorta and coronary arteries on CTCA images, which achieves 91.20% and 88.80% dice similarity coefficient accuracy on regions of interest 1 and 2 respectively.
Posted ContentDOI
A computationally efficient approach to segmentation of the aorta and coronary arteries using deep learning
Wing Keung Cheung,Robert G. Bell,Arjun Nair,Leon Menezies,Riyaz S. Patel,Simon Wan,Kacy Chou,Jiahang Chen,Ryo Torii,Rhodri H. Davies,James C. Moon,Daniel C. Alexander,Joseph Jacob +12 more
TL;DR: In this article, a fully automatic two-dimensional Unet model is proposed to segment aorta and coronary arteries in computed tomography images, which achieves 91.20% and 88.80% dice similarity coefficient accuracy on regions of interest 1 and 2 respectively.