“…The metabolomics in serum, proteomics in the tongue tissues, and microbiome analysis in the oral cavity in CSD rats were performed. Multi-omics data integration analysis was performed to uncover the systematic relationship between oral homeostasis and CSD through the weighted correlation network analysis. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Interview data were used to explain the extremely positive and negative results of a quantitative survey in an explanatory sequential mixed-methods approach. Data integration occurred at different points: during sampling of the interview participants, when designing the interview guide and during analysis. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…CONCLUSION: Our study demonstrates a novel and generic artificial intelligence framework for multimodal data integration toward improving prognosis risk stratification of BC patients, which can be extended to other types of cancer.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Finally, we provide advice in the case of multi-omics data integration. CONCLUSIONS: Tumor profiles convey more prognostic information than clinical variables such as stage for many cancer subtypes. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…METHODS: Single‐cell RNA sequencing and spatial transcriptomics were performed on liver samples from a cohort of 14 objects (BA: n = 6; control: n = 8). We conducted data integration and cell‐type annotation based on gene expression profiling. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Data integration with phenotypes such as gene expression, pathways or function, and protein-protein interactions data has proven to be a highly promising technique for improving human complex diseases, particularly cancer patient outcome prediction. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…No one monitoring technique provides all the pertinent measures needed to capture this macroscale phenomenon – emphasizing the need for data integration. Migration phenology is a key metric characterizing large‐scale migration dynamics and has been successfully quantified using weather surveillance radar (WSR) data and community science observations. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…We included 19 quantitative, 14 mixed-method and 8 qualitative studies (n = 41), narratively synthesizing the quantitative data and meta-ethnographically analysing the qualitative data. Integrated findings showed that walking was high, cycling was low and paratransit was a critical mobility option for poor peripheral residents facing long livelihood-generation journeys. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Therefore, the definition of epineurium vessel wall damage, type of vascular lesion, characterization of lymphocyte populations, antibodies, and inflammatory factors, as well as the identification of direct nerve damage or degeneration, are the common goals for pathologists and clinicians, who will both benefit for data integration and findings translation. Nevertheless, to date, treatment is still largely empiric and, in some cases, unsatisfactory, thus often precluding precise prognostic prediction. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Gene expression can be considered a confounding covariate affecting metabolite levels. Data integration across metabolomics and genomics to establish the biological relevance of cancer metabolism is challenging. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…A connecting and merging approach was used for mixed-methods data integration. RESULTS: 148 of 774 (19%) providers submitted survey responses (24/72 nephrologists and 105/705 PCPs). …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…On LCGene, users can perform gene list-based data integration to gain a quick understanding of the shared and unique characteristics of various subtypes of lung cancer. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…AVAILABILITY AND IMPLEMENTATION: All data integrated and analyzed in this research will be available on GitHub (https://github.com/jdelasrivas-lab/breastcancersurvsign), including the R scripts and protocols used for the analyses. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Microbiome-host data integration revealed that OSCC-enriched taxa were associated with upregulation of proliferation-related pathways. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…BMI(AUC) and/or SSF(AUC) >85th percentile was used to define overweight/obesity. Data Integration Analysis for Biomarker discovery using Latent cOmponent (DIABLO) was used to identify discriminant features associated with childhood overweight/obesity. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…It also highlights the importance and power of data integration to improve our systemic understanding of LUAD and to help reduce the gap between basic science research and clinical practice.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Data analysis included multivariate data analysis for quantitative data and thematic coding for qualitative data. Data integration considered quantitative data on PA levels as drivers for qualitative data analysis. …”
Enlace del recurso
Enlace del recurso

“…The volume of this data combined with the variety of specific forms it can take has created a need for comprehensive databases that include all of the available data sets, and for exploration tools to facilitate data integration and analysis. One powerful paradigm for the navigation and analysis of interaction data is an interaction graph or map that represents proteins or genes as nodes linked by interactions. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The 'object web' with data integration facility, digital libraries, domain-specific search agents etc.. will provide a better information quality. …”
Enlace del recurso
Enlace del recurso

“…CONCLUSION: We provide a general two-step function-annotation framework, and show that high coverage, high precision annotations can be achieved by constructing a high-coverage and reliable FLN via data integration followed by applying a maximum weight decision rule.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso