scholarly journals Identification of Active Ingredients of Huangqi Guizhi Wuwu Decoction for Promoting Nerve Function Recovery After Ischemic Stroke Using HT22 Live-Cell-Based Affinity Chromatography Combined with HPLC-MS/MS

2021 ◽  
Vol Volume 15 ◽  
pp. 5165-5178
Author(s):  
Yingying He ◽  
Haozhen Zheng ◽  
Lanying Zhong ◽  
Nijun Zhong ◽  
Guiqing Wen ◽  
...  
2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Kun Xi ◽  
Yong Gu ◽  
Jincheng Tang ◽  
Hao Chen ◽  
Yun Xu ◽  
...  

2020 ◽  
Vol 10 (6) ◽  
pp. 1401-1407
Author(s):  
Hyungtai Kim ◽  
Minhee Lee ◽  
Min Kyun Sohn ◽  
Jongmin Lee ◽  
Deog Yung Kim ◽  
...  

This paper shows the simultaneous clustering and classification that is done in order to discover internal grouping on an unlabeled data set. Moreover, it simultaneously classifies the data using clusters discovered as class labels. During the simultaneous clustering and classification, silhouette and F1 scores were calculated for clustering and classification, respectively, according to the number of clusters in order to find an optimal number of clusters that guarantee the desired level of classification performance. In this study, we applied this approach to the data set of Ischemic stroke patients in order to discover function recovery patterns where clear diagnoses do not exist. In addition, we have developed a classifier that predicts the type of function recovery for new patients with early clinical test scores in clinically meaningful levels of accuracy. This classifier can be a helpful tool for clinicians in the rehabilitation field.


Neuroscience ◽  
2020 ◽  
Vol 430 ◽  
pp. 12-24
Author(s):  
Takahiro Inoue ◽  
Misato Okamura ◽  
Mika Kitahara ◽  
Yasuyuki Takamatsu ◽  
Harutoshi Sakakima ◽  
...  

2021 ◽  
Vol 63 (3) ◽  
Author(s):  
Dong WANG ◽  
Xiaoyan PENG ◽  
Aiguo YANG ◽  
Ying HE ◽  
Li DONG ◽  
...  

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