Emotion correction for weibo users via weakly supervised learning and semantic understanding [0.03%]
基于弱监督学习和语义理解的微博用户情感矫正技术
Ganglong Duan,Zhengjuan Chen,Yanying Shang et al.
Ganglong Duan et al.
With the fast pace of modern society, individuals are facing increasing psychological stress and emotional challenges. As an important platform for public emotional expression, Weibo contains extensive textual data reflecting users' emotion...
Unified comparison of machine learning paradigms for blood transfusion prediction in pediatric congenital heart surgery [0.03%]
用于儿科先天性心脏手术输血预测的机器学习范式统一比较
Ming-Wei Yin,Jing Li,Jian Huang et al.
Ming-Wei Yin et al.
Blood transfusion prediction studies in pediatric cardiac surgery have employed direct regression, two-stage, and multi-class classification paradigms, but the fundamentally different outputs of these paradigms have prevented direct head-to...
Live fuel moisture content estimated using spectral indices to assess fire activity in the mountainous forests of Southwest China [0.03%]
基于光谱指数估算西南山地森林植被活体含水率以评估火行为
Yingpeng He,Lucas Gutiérrez Rodríguez,Xiaonan Fan et al.
Yingpeng He et al.
Live fuel moisture content (LFMC) is a critical biophysical driver of wildfire risk, but it is currently unclear how dry do semi-tropical forests need to be in order to sustain fires. Here, we compared estimates from several satellites and ...
Data-driven simulator of multi-animal behavior with unknown dynamics via reinforcement learning [0.03%]
基于强化学习的未知动态多动物行为数据驱动仿真器
Keisuke Fujii,Kazushi Tsutsui,Yu Teshima et al.
Keisuke Fujii et al.
Advances in imitation learning for robotics have expanded the possibilities for imitating human and animal movements. However, simulating realistic multi-animal behaviors in biology remains challenging because transition models are often un...
ROI-guided virtual narrow band imaging for laryngeal cancer screening [0.03%]
基于ROI的虚拟窄带成像在喉癌筛查中的应用研究
Jie-Lin Huang,Ji-Qing Zhu,Yu-Da Zhao et al.
Jie-Lin Huang et al.
White light laryngoscopy is widely available but can miss subtle vascular changes associated with early laryngeal neoplasia. We developed a region-of-interest (ROI)-guided cycle-consistent generative adversarial network (CycleGAN) that tran...
Sigma-1 receptor promotes glycolysis in neuronal systems by suppressing GRIM19 [0.03%]
σ-1受体通过抑制GRIM19促进神经元系统糖酵解
Simon Couly,Yuko Yasui,Ioannis Grammatikakis et al.
Simon Couly et al.
Sigma-1 receptor (S1R) is a Ca2+ sensitive, ligand-operated receptor chaperone protein present at the mitochondria-associated ER membrane. The relevance of S1R to glycolysis in neurons is not known. This study examines the impact of S1R on ...
Disasters weaken the synergy effects among the global Sustainable Development Goals [0.03%]
灾害弱化了全球可持续发展目标之间的协同作用
Chenggang Li,Xiaopiao Pan,Zhenci Xu et al.
Chenggang Li et al.
Disasters pose significant challenges to global sustainable development, yet their impact on the synergy effects among Sustainable Development Goals (SDGs) remains underexplored. Using panel data from 137 countries with relatively complete ...
Integrating multidimensional nociceptive-related cortical features for unsupervised assessment of anesthesia states in rats [0.03%]
整合多维度伤害性相关的皮层特征以对无监督下大鼠镇静状态进行评估
Fengrui Zhang,Wenqian Zhou,Wen Liang et al.
Fengrui Zhang et al.
Accurate anesthesia monitoring remains challenging because current approaches primarily assess consciousness while overlooking nociceptive processing. Although electroencephalography (EEG)-based metrics such as permutation entropy (PE) and ...
Wnt5b/FZD1/LRP6 signaling drives renal fibrosis by triggering cytoplasmic stabilization and nuclear translocation of β-catenin under hypoxia [0.03%]
缺氧条件下Wnt5b/FZD1/LRP6信号通过诱导细胞质β-连环蛋白稳定性和核转位驱动肾纤维化
Zhibin Wu,Zheng Kuang,Jia Liu et al.
Zhibin Wu et al.
Hypobaric hypoxia, a unique environmental feature of high-altitude areas, is associated with kidney disease, but the mechanism remains unclear. In this study, blood and urine samples from high-altitude volunteers are examined, revealing tha...
Identification of an immediate-early gene-activated fibroblast state in frozen shoulder capsular fibrosis [0.03%]
冻结肩囊性纤维化中即时启动基因活化的成纤维细胞状态识别
Zun Ren,Jie Lian,Renyuan Wang et al.
Zun Ren et al.
Frozen shoulder (adhesive capsulitis) is characterized by progressive fibrotic remodeling of the shoulder joint capsule. To investigate the cellular programs underlying the fibrotic process, we integrate spatial transcriptomics, pseudotime ...