A Novel Knowledge Keeper Network for 7T-Free but 7T-Guided Brain Tissue Segmentation
An increase in signal-to-noise ratio (SNR) and susceptibility-induced contrast at higher field
strengths, eg, 7T, is crucial for medical image analysis by providing better insights for the …
strengths, eg, 7T, is crucial for medical image analysis by providing better insights for the …
Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging
Ultrahigh-field (UHF) magnetic resonance imaging (MRI), ie, 7T MRI, provides superior
anatomical details of internal brain structures owing to its enhanced signal-to-noise ratio and …
anatomical details of internal brain structures owing to its enhanced signal-to-noise ratio and …
Residual Moment Loss for Medical Image Segmentation
Location information is proven to benefit the deep learning models on capturing the manifold
structure of target objects, and accordingly boosts the accuracy of medical image …
structure of target objects, and accordingly boosts the accuracy of medical image …
Ganet: Unary Attention Reaches Pairwise Attention Via Implicit Group Clustering in Light-Weight CNNs
C Zhuang, Y Sun - ICASSP 2022-2022 IEEE International …, 2022 - ieeexplore.ieee.org
The attention mechanism has been widely explored to construct a long-range connection
which is beyond the realm of convolutions. The two groups of attention, unary and pair-wise …
which is beyond the realm of convolutions. The two groups of attention, unary and pair-wise …