Zobrazeno 1 - 10
of 613
pro vyhledávání: '"Zhang, Xuegong"'
Molecular property prediction is a crucial foundation for drug discovery. In recent years, pre-trained deep learning models have been widely applied to this task. Some approaches that incorporate prior biological domain knowledge into the pre-trainin
Externí odkaz:
http://arxiv.org/abs/2408.10124
Causal discovery based on observational data is important for deciphering the causal mechanism behind complex systems. However, the effectiveness of existing causal discovery methods is limited due to inferior prior knowledge, domain inconsistencies,
Externí odkaz:
http://arxiv.org/abs/2405.08699
Autor:
Zhang, Tianyu, Hou, Chengbin, Jiang, Rui, Zhang, Xuegong, Zhou, Chenghu, Tang, Ke, Lv, Hairong
Node Importance Estimation (NIE) is a task of inferring importance scores of the nodes in a graph. Due to the availability of richer data and knowledge, recent research interests of NIE have been dedicating to knowledge graphs for predicting future o
Externí odkaz:
http://arxiv.org/abs/2402.17791
Single-cell RNA sequencing (scRNA-seq) data are important for studying the laws of life at single-cell level. However, it is still challenging to obtain enough high-quality scRNA-seq data. To mitigate the limited availability of data, generative mode
Externí odkaz:
http://arxiv.org/abs/2401.03968
Autor:
Gong, Jing, Hao, Minsheng, Cheng, Xingyi, Zeng, Xin, Liu, Chiming, Ma, Jianzhu, Zhang, Xuegong, Wang, Taifeng, Song, Le
Advances in high-throughput sequencing technology have led to significant progress in measuring gene expressions at the single-cell level. The amount of publicly available single-cell RNA-seq (scRNA-seq) data is already surpassing 50M records for hum
Externí odkaz:
http://arxiv.org/abs/2311.15156
The automatic detection of atrial fibrillation based on electrocardiograph (ECG) signals has received wide attention both clinically and practically. It is challenging to process ECG signals with cyclical pattern, varying length and unstable quality
Externí odkaz:
http://arxiv.org/abs/2302.03731
Publikováno v:
In Biomedical Signal Processing and Control March 2024 89
Autor:
Liu, Gan, Hu, Qifan, Peng, Shuguang, Ning, Hui, Mai, Jiajia, Chen, Xi, Tao, Minzhen, Liu, Qiang, Huang, Huiya, Jiang, Yun, Ding, Yanhua, Zhang, Xuegong, Gu, Jin, Xie, Zhen
Publikováno v:
In Cancer Letters 28 January 2024 581
Autor:
Dou, Shihua, Li, Zhuofeng, Qiu, Zhenbin, Zhang, Jing, Chen, Yaxi, You, Shuyuan, Wang, Mengmin, Xie, Hongsheng, Huang, Xiaoxiang, Li, Yun Yi, Liu, Jingjing, Wen, Yuxin, Gong, Jingshan, Peng, Fanli, Zhong, Wenzhao, Zhang, Xuegong, Yang, Lin
Publikováno v:
In JTCVS Open July 2024
Autor:
Wu, Tao, Chen, Sijie, Zhu, Xinyi, Ma, Jie, Luo, Maocai, Wang, Yuanhao, Tian, Yujie, Sun, Qingqing, Guo, Xiaohuan, Zhang, Jianhong, Zhang, Xuegong, Zhu, Yunping, Wu, Li
Publikováno v:
In Mucosal Immunology August 2024