Rongchang Xing
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View article: Interpretable X-ray diffraction spectra analysis using confidence evaluated deep learning enhanced by template element replacement
Interpretable X-ray diffraction spectra analysis using confidence evaluated deep learning enhanced by template element replacement Open
X-ray Diffraction analysis is crucial for understanding material structures but is hindered by complex patterns and the need for expert interpretation. Deep learning offers automation in phase identification but faces challenges such as da…
View article: Synchrotron radiation data-driven artificial intelligence approaches in materials discovery
Synchrotron radiation data-driven artificial intelligence approaches in materials discovery Open
Synchrotron radiation technology provides high-resolution and high-sensitivity information for many fields such as material science, life science, and energy research. Synchrotron radiation data-driven methods have significantly accelerate…
View article: Brain tumor pathological image segmentation based on residual U-net ++ network
Brain tumor pathological image segmentation based on residual U-net ++ network Open
The incidence of brain tumors has been on the rise, highlighting the need for early and accurate diagnosis. Deep learning in image segmentation can assist in automated diagnosis and diagnostic efficiency. This study proposes an improved U-…