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Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis
Coronary artery disease (CAD) is the most common cause of death globally...
12/29/2020 ∙ by Yutian Chen, et al. ∙
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Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective
Deep learning had already demonstrated its power in medical images, incl...
11/04/2020 ∙ by Shao-Cheng Wen, et al. ∙
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Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation
Real-time cardiac magnetic resonance imaging (MRI) plays an increasingly...
08/17/2020 ∙ by Dewen Zeng, et al. ∙
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ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation
Real-time cine magnetic resonance imaging (MRI) plays an increasingly im...
07/18/2020 ∙ by Tianchen Wang, et al. ∙
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Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising
CT image denoising can be treated as an image-to-image translation task ...
02/27/2020 ∙ by Jinglan Liu, et al. ∙
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MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation
Cardiac magnetic resonance imaging (MRI) is an essential tool for MRI-gu...
09/15/2019 ∙ by Tianchen Wang, et al. ∙
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Accurate Congenital Heart Disease ModelGeneration for 3D Printing
3D printing has been widely adopted for clinical decision making and int...
07/06/2019 ∙ by Xiaowei Xu, et al. ∙
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Accurate Congenital Heart Disease Model Generation for 3D Printing
3D printing has been widely adopted for clinical decision making and int...
07/06/2019 ∙ by Xiaowei Xu, et al. ∙
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Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds
Cloud based medical image analysis has become popular recently due to th...
04/09/2019 ∙ by Zihao Liu, et al. ∙
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