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eess.IV2023★ 7 cited
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology
Chaoyi Wu, Xiaoman Zhang, Ya Zhang +2
In this paper, we consider enhancing medical visual-language pre-training (VLP) with domain-specific knowledge, by exploiting the paired image-text reports from the radiological da…
eess.IV2022★ 1 cited
K-Space Transformer for Undersampled MRI Reconstruction
Ziheng Zhao, Tianjiao Zhang, Weidi Xie +2
This paper considers the problem of undersampled MRI reconstruction. We propose a novel Transformer-based framework for directly processing signal in k-space, going beyond the limi…