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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | ||||||||||||||
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A statistical framework for genomic data fusion Resource Report Resource Website 100+ mentions |
A statistical framework for genomic data fusion (RRID:SCR_007219) | data or information resource, data set, software resource, source code | A statistical framework for genomic data fusion is a computational framework for integrating and drawing inferences from a collection of genome-wide measurements. Each dataset is represented via a kernel function, which defines generalized similarity relationships between pairs of entities, such as genes or proteins. The kernel representation is both flexible and efficient, and can be applied to many different types of data. Furthermore, kernel functions derived from different types of data can be combined in a straightforward fashion. Recent advances in the theory of kernel methods have provided efficient algorithms to perform such combinations in a way that minimizes a statistical loss function. These methods exploit semidefinite programming techniques to reduce the problem of finding optimizing kernel combinations to a convex optimization problem. Computational experiments performed using yeast genome-wide datasets, including amino acid sequences, hydropathy profiles, gene expression data and known protein-protein interactions, demonstrate the utility of this approach. A statistical learning algorithm trained from all of these data to recognize particular classes of proteins--membrane proteins and ribosomal proteins--performs significantly better than the same algorithm trained on any single type of data. Matlab code to center a kernel matrix and Matlab code for normalization are available. | kernel matrix, random, gene expression, blast, smith-waterman, pfam hmm, hydrophobicity fft, linear interaction, diffusion kernel, protein, membrane, ribosomal | has parent organization: University of Washington; Seattle; USA | PMID:15130933 | nlx_149420 | SCR_007219 | SciCrunch Registry | 2026-09-19 12:55:56 | 155 | |||||||||
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University of Washington; Seattle; USA Resource Report Resource Website 10+ mentions |
University of Washington; Seattle; USA (RRID:SCR_011749) | UW | university | University of Washington is public research university in Seattle, Washington. Has university campuses in Seattle, Tacoma and Bothell, academic medical center and professional and continuing education programs. | public, research, university, campus, medical, center |
uses: ReadCube uses: Scizzle is affiliated with: Diabetes Research Centers is related to: Kidney Health Initiative is related to: Alzheimers Disease Genetics Consortium is related to: Clinical and Translational Science Awards Consortium is related to: nbdocker is related to: Trail Technical Report Archive is related to: Urinary Stone Disease Research Network is related to: Seattle Alzheimer Disease Brain Cell Atlas is parent organization of: UW Department of Biochemistry is parent organization of: University of Washington Nath Research Group is parent organization of: CorQ is parent organization of: Maitreya Dunham's Lab is parent organization of: National ESCA and Surface Analysis Center for Biomedical Problems is parent organization of: Neurological Disorder Resources is parent organization of: BEAGLE is parent organization of: PolyPhred is parent organization of: Aging Genes and Interventions Database is parent organization of: Washington National Primate Research Center is parent organization of: Macaque.org is parent organization of: Primate Resource Referral Service is parent organization of: COnsensus-DEgenerate Hybride Oligonucleotide Primers is parent organization of: MindSeer is parent organization of: BrainInfo is parent organization of: FMA is parent organization of: Solstice is parent organization of: Foldit is parent organization of: Segway - a way to segment the genome is parent organization of: svmvia is parent organization of: qvality - Nonparametric estimation of posterior error probabilities is parent organization of: Charge Czar: Peptide charge state determination for low-resolution tandem mass spectra is parent organization of: BiblioSpec is parent organization of: Segtools is parent organization of: Genomedata is parent organization of: Language Map Experiment Management System is parent organization of: Philius is parent organization of: Patient-Reported Outcomes Measurement Information System is parent organization of: hyfi: software suite for binding site search is parent organization of: Percolator: Semi-supervised learning for peptide identification from shotgun proteomics datasets is parent organization of: Consed is parent organization of: PHYLIP is parent organization of: Metabolism and Transport Drug Interaction Database is parent organization of: SVM-fold: Protein Fold Prediction is parent organization of: MORGAN is parent organization of: Digital Anatomist Interactive Atlases Project is parent organization of: Rankprop - Protein Ranking by Network Propagation is parent organization of: Noble Research Lab is parent organization of: A statistical framework for genomic data fusion is parent organization of: National Alzheimer's Coordinating Center is parent organization of: NSR Physiome Project is parent organization of: University of Washington Seattle WA. Pharmacology is parent organization of: Decoys-R-Us is parent organization of: MPIM - Mitochondrial Protein Import Machinery is parent organization of: Yeast Resource Center is parent organization of: Foundational Model Explorer is parent organization of: Alcohol and Drug Abuse Institute, University of Washington is parent organization of: Eric H. Chundlers Links is parent organization of: UW Genome Sciences is parent organization of: LAMHDI: The Initiative to Link Animal Models to Human DIsease is parent organization of: University of Washington Alzheimers Disease Research Center is parent organization of: Sageweb is parent organization of: Laboratory of Phil Green at Univeristy of Washington is parent organization of: Genome Institue at Washington University is parent organization of: Crux tandem mass spectrometry analysis software is parent organization of: HMMSeg is parent organization of: GeneTests is parent organization of: Phylogeny Programs is parent organization of: NHLBI Grand Opportunity Exome Sequencing Project is parent organization of: NHLBI Exome Sequencing Project (ESP) is parent organization of: Francisella tularensis Genome Research is parent organization of: Alcohol and Drug Abuse Institute (ADAI) Library: Alcohol, Drugs and Tobacco Web Links is parent organization of: L2L Microarray Analysis Tool is parent organization of: CELL- PREVEN Project is parent organization of: TM4 Microarray Software Suite - TIGR MultiExperiment Viewer is parent organization of: MIPgen is parent organization of: i2b2 Cross-Institutional Clinical Translational Research project is parent organization of: ACTTION is parent organization of: GeneReviews is parent organization of: Aging Dementia and Traumatic Brain Injury Study is parent organization of: iModel is parent organization of: University of Washington Diabetes Research Center Quantitative and Functional Proteomics Core Facility is parent organization of: University of Washington Diabetes Research Center Vector and Transgenic Mouse Core is parent organization of: University of Washington Diabetes Research Center Cell Function Analysis Core Facility is parent organization of: University of Washington Diabetes Research Center Human Studies Core Facility is parent organization of: University of Washington Diabetes Research Center is parent organization of: University of Washington Diabetes Research Center Cellular and Molecular Imaging Core is parent organization of: University of Washington Diabetes Research Center Administrative Core is parent organization of: University of Washington Nutrition and Obesity Research Center Adipose Tissue and Obesity Core is parent organization of: University of Washington Nutrition and Obesity Research Center is parent organization of: University of Washington Nutrition and Obesity Research Center Administrative and Enrichment Core is parent organization of: University of Washington Nutrition and Obesity Research Center Analytic Core is parent organization of: University of Washington Nutrition and Obesity Research Center Energy Balance Core is parent organization of: Cystic Fibrosis Center - University of Washington Administrative and Enrichment Core is parent organization of: Cystic Fibrosis Center - University of Washington Host Response Core is parent organization of: University of Washington Genomics Core Cystic Fibrosis Research Translation Center and Research Development Program is parent organization of: Cystic Fibrosis Center - University of Washington Microbiology Core is parent organization of: Cystic Fibrosis Center - University of Washington Clinical Core is parent organization of: Cystic Fibrosis Center - University of Washington is parent organization of: Science Dynamics is parent organization of: Shannon is parent organization of: Skyline is parent organization of: PanoramaWeb is parent organization of: SBFSEM-tools is parent organization of: TopHat is parent organization of: Combined Annotation Dependent Depletion is parent organization of: SuperSegger is parent organization of: Monocle3 is parent organization of: Robetta is parent organization of: Mozak is parent organization of: Protein Cross-Linking Database is parent organization of: Kojak is parent organization of: Simple Behavior Analysis project is parent organization of: ACRoBaT is parent organization of: University of Washington I-LABS MEG Brain Imaging Center Core Facility is parent organization of: University of Washington Transgenic Resources Program Core Facility is parent organization of: University of Washington Mouse CRISPR Core Facility is parent organization of: University of Washington Translational BioImaging Core Facility is parent organization of: University of Washington Northwest Metabolomics Research Center Core Facility is parent organization of: University of Washington Histology and Imaging Core Facility is parent organization of: University of Washington Gnotobiotic Animal Core Facility is parent organization of: University of Washington In Vivo Services (IVS) Core Facility is parent organization of: University of Washington Histology and Imaging Core Facility |
Wikidata:Q219563, nlx_67476, ISNI:122986657, Crossref funder ID:100007812, grid.34477.33 | https://ror.org/00cvxb145 | SCR_011749 | SciCrunch Registry | The University of Washington, University of Washington | 2026-09-19 12:52:17 | 15 |
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