Interleukin-1 beta IFN-γ: Interferon-gamma ALT: Alanine aminotransferase AST: Aspartate aminotransferase LDH: Lactate dehydrogenase WBC: White blood cell LOD: Limit of detection HBV: Hepatitis B virus SPR: Surface plasmon resonance QCM: Quartz crystal microbalance QD: Quantum dot UC...
mu = beta0 + beta1 * CLoss; sigma = gamma0 + gamma1 * CLoss; Ml=A/100; MLoss = Ml*exp(mu + sigma.^2 / 2); % 5. Total loss TLoss = CLoss + OLoss + MLoss; VaR=quantile(TLoss,0.99) In line with the loss distribution outlined in Fig. 7.3, the value at risk (99% ...
In recent years, shallow but high-throughput sequencing using for example 10x Genomics’ technique has been widely used34. Therefore, we further performed simulation tests for low depths (average nonzero count of 10 and 4 after gene filtering, denoted as depth-10 and depth-4, respectively) (Fi...
To overcome these challenges, we developed a probabilistic framework, MIDAS, for the mosaic integration and knowledge transfer of single-cell multimodal data. By using self-supervised learning33and information-theoretic approaches34, MIDAS simultaneously achieves modality alignment, imputation and batch corre...
Note that A-type CCDs should exhibit better performance than B-type CCDs because \(\Gamma \beta_{[\varvec{a}]}\) is lower. The similarity between the results for CCD2 and CCD3 is attributed to the effective elimination of the ionosphere delay in this study. Fig. 7 Time series ...
where appears the exponential integral function. So, I0=∫10(1+x)alogm(1+x)dx=∫log(2)1e(a+1)ttmdtI0=∫01(1+x)alogm(1+x)dx=∫1log(2)e(a+1)ttmdt and using the relations between the exponential integral function and the complete/incomplete gamma f...
For example, FMDV, avian influenza, and ASFV are among the most extensively studied pathogens using multi-omics approaches due to their global significance and economic impact. FMDV’s high mutation rate requires continuous genomic monitoring to ensure vaccine effectiveness and limit outbreaks [9,10,...
For example, FMDV, avian influenza, and ASFV are among the most extensively studied pathogens using multi-omics approaches due to their global significance and economic impact. FMDV’s high mutation rate requires continuous genomic monitoring to ensure vaccine effectiveness and limit outbreaks [9,10,...
Example of a standard workflow using scPoli on multiple pancreas datasets. c,d, Uniform manifold approximation and projection (UMAP) of the raw data to be integrated in a reference (13,093 cells), showing cell types (c) and studies (d) by color. e,f, Integrated reference data colored ...
For example, mCH had higher expression predictability for longer genes, which was consistent with previous studies17,41, while chromatin accessibility contributed more to genes with higher expression variability (Supplementary Fig. 10c). We also repeated the same analysis using online iNMF, which is ...