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07/24/2022
FD-MAR: Fourier Dual-domain Network for CT Metal Artifact Reduction
The presence of high-density objects such as metal implants and dental f...
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12/09/2020
AIDE: Annotation-efficient deep learning for automatic medical image segmentation
Accurate image segmentation is crucial for medical imaging applications....
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12/23/2019
Robust breast cancer detection in mammography and digital breast tomosynthesis using annotation-efficient deep learning approach
Breast cancer remains a global challenge, causing over 1 million deaths ...
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11/01/2019
Validation of a deep learning mammography model in a population with low screening rates
A key promise of AI applications in healthcare is in increasing access t...
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08/06/2019
Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation
Multi-modal magnetic resonance imaging (MRI) is essential in clinics for...
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07/16/2019
CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic Stroke
Segmenting stroke lesions from T1-weighted MR images is of great value f...
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07/16/2019