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Here we present missingness-aware Gaussian mixture models (MGMM), an R package for fitting GMMs in the presence of missing data. Unlike existing GMM implementations that can accommodate missing data, MGMM places no restrictions on the form of the covariance matrix. Using three case studies on ...
An interview study from the National Center for Health Statistics with over 31,000 participants indicated that 36% of American adults had used some form of CAM therapy (self- or practitioner-provided) during the last 12 months [18]. The forms and methods of integration of CAM and WM are ...
4) and ononin (33), in Astragali Radix, could be hydrolyzed to form calycosin (34) and formononetin (35), respectively, during decocting. The hydrolysis efficiency was strongly affected by pH, temperature, and the amount of herbs [19]. Two compounds of TCM, Sanhuang Xiexin Tang (SXT...
Advanced schistosomiasis is the most severe form of schistosomiasis japonica, a serious neglected tropical disease with considerable morbidity endemic in China, Indonesia, and the Philippines [1,2,3]. Lack of timely and effective treatment or long-term repeated infections can lead chronic schistosomiasis...
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[89]. After infection of barley with the fungusBlumeria graminisf. sp.hordei, there was significant reprogramming of gene expression mediated by Mla- Mildew resistance locus a. Xu et al. utilized a proteomics-based approach, combined with barleyMla, required forMla12 resistance1(rar1), and ...
Basic leucine zipper (bZIP) transcription factor gene family is one of the largest and most diverse families in plants. Current studies have shown that the bZIP proteins regulate numerous growth and developmental processes and biotic and abiotic stress r