From Event: SPIE Medical Imaging, 2023
Coronary artery calcium (CAC) scores are a well-established marker of the extent of coronary atherosclerosis. We aimed to compare state-of-the-art vision transformer for medical image segmentation with convolutional long short-term memory (convLSTM) networks for automatic CAC quantification with external validation.
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Aakash D. Shanbhag, Konrad Pieszko, Robert J.H. Miller, Aditya Killekar, Waechter Parker, Heidi Gransar, Michelle Williams, Daniel S. Berman, Damini Dey, and Piotr J. Slomka, "Comparative analysis between convolutional long short-term memory networks and vision transformers for coronary calcium scoring in non-contrast CT," Proc. SPIE 12464, Medical Imaging 2023: Image Processing, 124640D (Presented at SPIE Medical Imaging: February 21, 2023; Published: 3 April 2023); https://doi.org/10.1117/12.2655397.
