Zhan Wu, Rongjun Ge, Minli Wen, Gaoshuang Liu et al.
Automatic and accurate esophageal lesion classification and segmentation is of great significance to clinically estimate the lesion statuses of the esophageal diseases and make suitable diagnostic schemes. Due to individual variations and visual similarities of lesions in shapes, colors, and texture...
Shengshun Duan, Pinzhen Chen, Yu‐An Xiong, Fangzhi Zhao et al.
Hybrid organic-inorganic molecular ferroelectrics have emerged as promising materials for multifunctional piezoelectric devices. However, they present challenges in practical applications because of their inherent brittleness and poor ductility. Herein, we present a flexible mechano-optical dual-res...
Shengshun Duan, Xiao Wei, Mingcen Weng, Fangzhi Zhao et al.
Abstract The rapid and responsive capabilities of soft robots in perceiving, assessing, and reacting to environmental stimuli are highly valuable. However, many existing soft robots, designed to mimic humans and other higher animals, often rely on data centers for the modulation of mechanoelectrical...
Youyong Kong, Xiaopeng Chen, Jiasong Wu, Pinzheng Zhang et al.
BACKGROUND: Accurate segmentation of brain tissues from magnetic resonance imaging (MRI) is of significant importance in clinical applications and neuroscience research. Accurate segmentation is challenging due to the tissue heterogeneity, which is caused by noise, bias filed and partial volume effe...
Rongjun Ge, XIN LI, Yuxing Liu, Chengliang Liu et al.
The segmentation of 2D vascular structures via deep learning holds significant clinical value but is hindered by the scarcity of annotated data, severely limiting its widespread application. Developing a universal few-shot vascular segmentation model is highly desirable, yet remains challenging due ...
Tong Zheng, Shengxin Xiang, Qiongfeng Shi, Li J et al.
Elastic conductors are vital for flexible electronics, but the high filler concentrations conventionally required to achieve metallic conductivity severely degrade mechanical properties. Here, we report a poor solvent–induced interfacial self-assembly strategy to fabricate robust elastic conductors....