290 citations · 944 across the 42 of their papers we have counts for
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eess.IV2022★ 290 cited
Cross-Modality Deep Feature Learning for Brain Tumor Segmentation
Dingwen Zhang, Guohai Huang, Qiang Zhang +3
Recent advances in machine learning and prevalence of digital medical images have opened up an opportunity to address the challenging brain tumor segmentation (BTS) task by using d…
eess.IV2020★ 10 cited
Perception Consistency Ultrasound Image Super-resolution via Self-supervised CycleGAN
Heng Liu, Jianyong Liu, Tao Tao +2
Due to the limitations of sensors, the transmission medium and the intrinsic properties of ultrasound, the quality of ultrasound imaging is always not ideal, especially its low spa…
eess.IV2020★ 15 cited
2.75D: Boosting learning by representing 3D Medical imaging to 2D features for small data
Xin Wang, Ruisheng Su, Weiyi Xie +5
In medical-data driven learning, 3D convolutional neural networks (CNNs) have started to show superior performance to 2D CNNs in numerous deep learning tasks, proving the added val…