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  1. 2501
    “…METHODS: We improved our deep learning model to develop DeepBiomarker2 through data integration of multimodal information: lab tests, medication use, diagnosis, and social determinants of health (SDoH) parameters (both individual and neighborhood level) from EMR data for outcome prediction. …”
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    Online Artículo Texto
    DeepBiomarker2: Prediction of alcohol and substance use disorder risk in post-traumatic stress disorder patients using electronic medical records and multiple social determinants of health
  2. 2502
    “…Comparison of mouse and human data and direct cross-species data integration suggested transcriptionally similar macrophage and DC populations in mice and humans. …”
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    Online Artículo Texto
    Integrated single-cell analysis-based classification of vascular mononuclear phagocytes in mouse and human atherosclerosis
  3. 2503
    “…The qualitative strand employs qualitative description to interview people who gave birth between May 2020- December 2021 about their COVID-19 risk perception and health decision-making process. Data integration will occur during design and interpretation. …”
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    Online Artículo Texto
    How do perceptions of Covid-19 risk impact pregnancy-related health decisions? A convergent parallel mixed-methods study protocol
  4. 2504
    “…Still, recovery varies due to interacting variables, including individual biology, comorbidities, complications, therapeutic side effects, and socioeconomic influences for which data integration methods are lacking. Infections, pressure sores, and heterotopic ossification are known recovery modifiers. …”
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    Online Artículo Texto
    Development of a Systems Medicine Approach to Spinal Cord Injury
  5. 2505
    “…This population PK model enables data integration across studies to identify important covariate effects and is being used to guide dose selection in clinical study designs for mezigdomide in patients with MM.…”
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    Online Artículo Texto
    Model based assessment of food and acid reducing agent effects on oral absorption of mezigdomide (CC‐92480), a novel cereblon E3 ligase modulator
  6. 2506
    “…RESULTS: We benchmark nine existing single-cell multi-omic data integration methods. Specifically, we evaluate to what extent the multiome data provide additional guidance for analyzing the existing single-modality data, and whether these methods uncover peak-gene associations from single-modality data. …”
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    Online Artículo Texto
    Benchmarking algorithms for joint integration of unpaired and paired single-cell RNA-seq and ATAC-seq data
  7. 2507
    “…These findings suggest that lifestyle recommendations, in addition to behavior logging and CGM data integration within a mobile app, can enhance the metabolic health of both nondiabetic and T2D individuals, leading to healthier lifestyle choices. …”
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    Digital health application integrating wearable data and behavioral patterns improves metabolic health
  8. 2508
    “…How these may best be tackled to unleash the technical abilities for effective data integration and validation efforts is then discussed. …”
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    Online Artículo Texto
    Integrated Bio-Search: challenges and trends for the integration, search and comprehensive processing of biological information
  9. 2509
    “…CONCLUSION: We believe MCIA is an attractive method for data integration and visualization of several datasets of multi-omics features observed on the same set of individuals. …”
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    A multivariate approach to the integration of multi-omics datasets
  10. 2510
    por Beyan, Timur, Aydın Son, Yeşim
    Publicado 2014
    “…METHODS: For the first article of this miniseries, the scientific literature is reviewed and the requirements of SNP data integration into EMRs/EHRs are extracted and presented. …”
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    Incorporation of Personal Single Nucleotide Polymorphism (SNP) Data into a National Level Electronic Health Record for Disease Risk Assessment, Part 1: An Overview of Requirements
  11. 2511
    “…Tentative transcripts (TTs) were also annotated with the corresponding orthologs in Arabidopsis thaliana from TAIR and RefSeq databases to enable Linked Data integration. It results in a reproductive transcriptome comprising 72,846 contigs with average length of 686 bp, of which 63,965 (87.8%) included at least one functional annotation, and 55,356 (75.9%) had an ortholog. …”
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    ReprOlive: a database with linked data for the olive tree (Olea europaea L.) reproductive transcriptome
  12. 2512
    “…BACKGROUND: The increased multi-omics information on carefully phenotyped patients in studies of complex diseases requires novel methods for data integration. Unlike continuous intensity measurements from most omics data sets, phenome data contain clinical variables that are binary, ordinal and categorical. …”
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    Integrative phenotyping framework (iPF): integrative clustering of multiple omics data identifies novel lung disease subphenotypes
  13. 2513
    “…Its applications can be extended to all steps of the common workflow, such as the protein assembling methods and data integration methods. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-017-3491-2) contains supplementary material, which is available to authorized users.…”
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    Using the entrapment sequence method as a standard to evaluate key steps of proteomics data analysis process
  14. 2514
    “…Here we present MethCNA, a comprehensive database for genomic and epigenomic data integration in human cancer. In the current release, MethCNA contains about 10,000 tumor samples representing 37 cancer types. …”
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    MethCNA: a database for integrating genomic and epigenomic data in human cancer
  15. 2515
    “…Design and reporting quality were assessed, resulting in a final set of 12 articles which were evaluated on proposed interventions and identifying characteristics were described. Multisource data integration, and user centered design were inconsistently applied, though indicated diverse utilization of modeling techniques. …”
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    A systematic review of spatial decision support systems in public health informatics supporting the identification of high risk areas for zoonotic disease outbreaks
  16. 2516
    “…We added import and query features to the CDW system, like error tolerant queries to deal with misspellings and proximity search for the extraction of the daily dosage. During the data integration process in the CDW, negated, historical and non-patient context data are filtered. …”
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    Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse
  17. 2517
    “…CONCLUSION: In this study, we performed the first analyses of primary and secondary N. nucifera metabolites during flower colouration, and found that isorhamnetin and kaempferol shunting resulted in petal colour differences between MLQS and YGB. Based on our data integration analyses of key enzyme expression in the putative flavonoid pathways of the two N. nucifera cultivars, NnFLS gene substrate specificity and differential expression of NnOMTs may be related to petal colour differences between MLQS and YGB. …”
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    Differences in flavonoid pathway metabolites and transcripts affect yellow petal colouration in the aquatic plant Nelumbo nucifera
  18. 2518
    “…However, so far there has been no structured, standardized way of annotating and storing the tracking results, which is critical for comparative analysis and data integration. The key requirement to be satisfied by an ontology is the representation of a cell’s change over time. …”
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    Ontology patterns for the representation of quality changes of cells in time
  19. 2519
    “…Versatile informatics and database architecture were used to assist in selection, flowering synchronization, crossing, evaluation, phenotyping and data integration. Approaches were formulated to comply with the CBD guidelines. …”
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    Collecting wild Miscanthus germplasm in Asia for crop improvement and conservation in Europe whilst adhering to the guidelines of the United Nations’ Convention on Biological Diversity
  20. 2520
    “…Improved recording of these data sources, and data integration across systems, could improve the accuracy of reporting for the national HIV/ART and TB programs.…”
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    Online Artículo Texto
    Data quality of drug-resistant tuberculosis and antiretroviral therapy electronic registers in South Africa
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