Browsing School of Electronic Engineering and Computer Science by Author "Torii, R"
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A deep learning methodology for the automated detection of end-diastolic frames in intravascular ultrasound images.
Bajaj, R; Huang, X; Kilic, Y; Jain, A; Ramasamy, A; Torii, R; Moon, J; Koh, T; Crake, T; Parker, MK (Springer, 2021-02-15)Coronary luminal dimensions change during the cardiac cycle. However, contemporary volumetric intravascular ultrasound (IVUS) analysis is performed in non-gated images as existing methods to acquire gated or to retrospectively ... -
POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation.
Huang, X; Bajaj, R; Li, Y; Ye, X; Lin, J; Pugliese, F; Ramasamy, A; Gu, Y; Wang, Y; Torii, R (2023-08-05)Intravascular ultrasound (IVUS) is recommended in guiding coronary intervention. The segmentation of coronary lumen and external elastic membrane (EEM) borders in IVUS images is a key step, but the manual process is ...