Laboratory Medicine
- Behavioral Economic Laboratory Research in Tobacco Regulatory Science., Equipments, Exosomes, Gels, Isotypes, Laboratory Medicine, PCR, Pcr Kits, Peptides, Portable Motion-Analysis Device for Upper-Limb Research, Ria Kits, RNA, Test Kits
Robust Data Integration Method for Classification of Biomedical Data
Robust Data Integration Method for Classification of Biomedical Data We present a protocol for integrating two types of biological data – clinical and molecular – for more effective classification of patients with cancer. The proposed approach is a hybrid between early and late data integration strategy. In this hybrid protocol, the set of informative clinical features is extended by the classification results based on molecular data sets. The results are then treated as new synthetic variables. The hybrid protocol was applied to METABRIC breast cancer samples and TCGA urothelial bladder carcinoma samples. Various data types were used for clinical endpoint prediction: clinical data, gene expression, somatic copy number aberrations, RNA-Seq, methylation, and…
- and Rehabilitation in Non-Laboratory Settings., Antibodies, Behavioral Economic Laboratory Research in Tobacco Regulatory Science., DNA Testing, Educational and Career Development Outcomes Among Undergraduate Summer Research Interns: A Pipeline for Pathology, Elisa Kits, Gels, Isotypes, Laboratory Medicine, Medium & Serums, Mouse Ab on mouse tissue, NATtrol, Panel, Particles, PCR, Pcr Kits, Peptides, Ria Kits, RNA, Test Kits
Biomedical articles share annotations with their citation neighbors
Biomedical articles share annotations with their citation neighbors Background: Numerous efforts have been poured into annotating the wealth of knowledge contained in biomedical articles. Thanks to such efforts, it is now possible to quantitatively explore relations between these annotations and the citation network at large scale. Results: With the aid of several large and small annotation databases, this study shows that articles share annotations with their citation neighborhood to the point that the neighborhood’s most common annotations are likely to be those appearing in the article. Conclusions: These findings posit that an article’s citation neighborhood defines to a large extent the article’s annotated content. Thus, citations should be considered as a foundation for future…