Identifiability is a fundamental concept in parameter estimation, and therefore key to the large majority of environmental modeling applications. Parameter identifiability analysis assesses whether it is theore
To examine model performance with different combinations of inputs, we trained the model using all possible combinations of the three potential input features using data from IMR-90 cells (Fig.2a)13, and randomly split the chromosomes into training, validation (chromosome 10) and test sets (chrom...
Type 1 diabetes (T1D) is caused by the autoimmune destruction of pancreatic beta cells. Pluripotent stem cells can now be differentiated into beta cells, thus raising the prospect of a cell replacement therapy for T1D. However, autoimmunity would rapidly
National data suggest that approximately 36% of Dutch patients with T2D run a mildly to strongly increased risk of CKD [1]. Moreover, at any stage, CKD is associated with a higher risk of progression to end-stage kidney disease (ESKD), renal death, and cardiovascular (CV) morbidity, ...
STRIDE (Spatial TRanscrIptomics DEconvolution by topic modelling) is a cell- type deconvolution tool for spatial transcriptomics by using single-cell transcriptomics data. positional arguments: {deconvolve,plot,cluster,integrate} deconvolve Decompose celltype proportion for spatial transcriptomics. plot ...
24-04-24 Mamba-360 Arxiv 2024 Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges Mamba-360 24-04-29 Diffusion Arxiv 2024 A Survey on Diffusion Models for Time Series and Spatio-Temporal Data PaperList 24-05-03...
The usage of wearable devices has gained popularity in the latest years, especially for health-care and well being. Recently there has been an increasing interest in using these devices to improve the management of chronic diseases such as diabetes. The quality of data acquired through wearable se...
XGMML (extensible graph markup and modelling language). SBML BioPAX PSI-MI Level 1 and 2.5 GraphML Delimited text Excel Workbook (.xls, .xlsx) Cytoscape.js JSON SIF格式只限定nodes和相互作用。其他的格式会储存关于网络展示,和其他网络数据交换等一系列的额外信息。典型的,SIF文件,适用于第一次建立一个...
Attributes of an object can be accessed using the attributes() function. Creating Vectors The c() function can be used to create vectors of objects. Using the vector() function > x <- vector("numeric", length = 10) > x [1] 0 0 0 0 0 0 0 0 0 0 ...
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