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    Chapter and Conference Paper

    C3-Net: Complex-Valued Cascading Cross-Domain Convolutional Neural Network for Reconstructing Undersampled CMR Images

    Cardiac magnetic resonance (CMR) plays an important role in clinically assessing cardiovascular diseases. However, CMR is inherently slow leading to patient discomfort and degraded image quality. Compared with...

    Quan Dou, Kang Yan, Sheng Chen, Zhixing Wang in Statistical Atlases and Computational Mode… (2024)

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    Chapter and Conference Paper

    Brain Tumor Segmentation with Uncertainty Estimation and Overall Survival Prediction

    Accurate segmentation of different sub-regions of gliomas including peritumoral edema, necrotic core, enhancing and non-enhancing tumor core from multimodal MRI scans has important clinical relevance in diagno...

    Xue Feng, Quan Dou, Nicholas Tustison in Brainlesion: Glioma, Multiple Sclerosis, S… (2020)