Principal Component Analysis
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Subject Areas on Research
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3D phenotyping and quantitative trait locus mapping identify core regions of the rice genome controlling root architecture.
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A Fibrosis-Independent Hepatic Transcriptomic Signature Identifies Drivers of Disease Progression in Primary Sclerosing Cholangitis.
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A comparison of two spirituality instruments and their relationship with depression and quality of life in chronic heart failure.
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A genome-wide association study of total bilirubin and cholelithiasis risk in sickle cell anemia.
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A genome-wide association study of variants associated with acquisition of Staphylococcus aureus bacteremia in a healthcare setting.
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A limited-angle intrafraction verification (LIVE) system for radiation therapy.
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A method for developing biomechanical response corridors based on principal component analysis.
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A new fully automated approach for aligning and comparing shapes.
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A planning quality evaluation tool for prostate adaptive IMRT based on machine learning.
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A polygenic p factor for major psychiatric disorders.
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A technique for estimating 4D-CBCT using prior knowledge and limited-angle projections.
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Absence of S100A4 in the mouse lens induces an aberrant retina-specific differentiation program and cataract.
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Adaptive Transcriptome Profiling of Subterranean Zokor, Myospalax baileyi, to High- Altitude Stresses in Tibet.
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Age-related delay in visual and auditory evoked responses is mediated by white- and grey-matter differences.
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Alterations in bone marrow metabolism are an early and consistent feature during the development of MGUS and multiple myeloma.
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Alternative pay-for-performance scoring methods: implications for quality improvement and patient outcomes.
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An epilepsy/dyskinesia-associated mutation enhances BK channel activation by potentiating Ca2+ sensing.
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An information-theoretic criterion for intrasubject alignment of FMRI time series: motion corrected independent component analysis.
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Analysis of synaptic gene expression in the neocortex of primates reveals evolutionary changes in glutamatergic neurotransmission.
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Ancestry and pharmacogenomics of relapse in acute lymphoblastic leukemia.
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Ancient West African foragers in the context of African population history.
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Archaic and modern human distal humeral morphology.
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Assessing the effects of silver nanoparticles on biological nutrient removal in bench-scale activated sludge sequencing batch reactors.
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Association of a peripheral blood metabolic profile with coronary artery disease and risk of subsequent cardiovascular events.
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Association of air pollution sources and aldehydes with biomarkers of blood coagulation, pulmonary inflammation, and systemic oxidative stress.
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Autofluorescence and diffuse reflectance properties of malignant and benign breast tissues.
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Automatic detection of omissions in medication lists.
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BSS-based filtering of physiological and ARFI-induced tissue and blood motion.
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Bile acid aspiration associated with lung chemical profile linked to other biomarkers of injury after lung transplantation.
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Biomarkers Associated with Physical Resilience After Hip Fracture.
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Branched chain amino acids are novel biomarkers for discrimination of metabolic wellness.
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Branched-chain amino acid levels are associated with improvement in insulin resistance with weight loss.
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C-reactive protein is associated with psychological risk factors of cardiovascular disease in apparently healthy adults.
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Caloric restriction alters the metabolic response to a mixed-meal: results from a randomized, controlled trial.
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Chemography of natural product space.
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Chronic caloric restriction maintains a youthful phosphoproteome in aged skeletal muscle.
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Classification of finger pairs from one hand based on spectral features in human EEG.
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Common variants near ABCA1 and in PMM2 are associated with primary open-angle glaucoma.
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Comparative effect of atypical and conventional antipsychotic drugs on neurocognition in first-episode psychosis: a randomized, double-blind trial of olanzapine versus low doses of haloperidol.
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Comparative functional morphology of the primate peroneal process.
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Comparing neighborhoods of adults with serious mental illness and of the general population: research implications.
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Comparison of multiexcitation fluorescence and diffuse reflectance spectroscopy for the diagnosis of breast cancer (March 2003).
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Competition for hummingbird pollination shapes flower color variation in Andean solanaceae.
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Complex principal components for robust motion estimation.
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Complexities associated with the molecular and proteomic identification of Paecilomyces species in the clinical mycology laboratory.
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Comprehensive Characterization of Cancer Driver Genes and Mutations.
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Conformational Dynamics of Mechanically Compliant DNA Nanostructures from Coarse-Grained Molecular Dynamics Simulations.
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Context-dependent categorical perception in a songbird.
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Coordinated cerebellar climbing fiber activity signals learned sensorimotor predictions.
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Coping and quality of life in patients awaiting lung transplantation.
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Cord Blood Metabolites Associated with Newborn Adiposity and Hyperinsulinemia.
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Correlation between axonal morphologies and synaptic input kinetics of interneurons from mouse visual cortex.
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Correlations between physical and chemical defences in plants: tradeoffs, syndromes, or just many different ways to skin a herbivorous cat?
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Cytokine Gene Polymorphisms Associated With Symptom Clusters in Oncology Patients Undergoing Radiation Therapy.
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DNA methylation alterations in response to pesticide exposure in vitro.
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Decoding individual finger movements from one hand using human EEG signals.
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Decoupling genetics, lineages, and microenvironment in IDH-mutant gliomas by single-cell RNA-seq.
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Deep-tissue anatomical imaging of mice using carbon nanotube fluorophores in the second near-infrared window.
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Determinants of a subject's decision to participate in clinical anesthesia research.
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Deterministic and stochastic features of fMRI data: implications for analysis of event-related experiments.
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Development and validation of the Singing Voice Handicap-10.
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Development of Concise Physical Performance Test Batteries in Young Athletes.
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Diet and dental topography in pitheciine seed predators.
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Dietary Patterns and Cognitive Decline Among Chinese Older Adults.
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Dietary patterns differ between urban and rural older, long-term survivors of breast, prostate, and colorectal cancer and are associated with body mass index.
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Differential gene expression in dentate granule cells in mesial temporal lobe epilepsy with and without hippocampal sclerosis.
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Differential metabolic impact of gastric bypass surgery versus dietary intervention in obese diabetic subjects despite identical weight loss.
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Differentiation and classification of RNA motifs using small molecule-based pattern recognition.
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Discovery of Key Physicochemical, Structural, and Spatial Properties of RNA-Targeted Bioactive Ligands.
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Discriminating multiple motor imageries of human hands using EEG.
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Distinctive RNA expression profiles in blood associated with white matter hyperintensities in brain.
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Distribution and diversity of planktonic fungi in the West Pacific Warm Pool.
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Effect of caloric restriction with and without exercise on metabolic intermediates in nonobese men and women.
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Effects of bone marrow-derived mesenchymal stromal cells on gene expression in human alveolar type II cells exposed to TNF-α, IL-1β, and IFN-γ.
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Effects of temperature acclimation on Pacific bluefin tuna (Thunnus orientalis) cardiac transcriptome.
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Efficiency of the CATIE and BACS neuropsychological batteries in assessing cognitive effects of antipsychotic treatments in schizophrenia.
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Eight critical skill sets required for manual therapy competency: a Delphi study and factor analysis of physical therapy educators of manual therapy.
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Environmental and anthropogenic controls over bacterial communities in wetland soils.
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Epitope mapping of the U1 small nuclear ribonucleoprotein particle in patients with systemic lupus erythematosus and mixed connective tissue disease.
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Estimating 4D-CBCT from prior information and extremely limited angle projections using structural PCA and weighted free-form deformation for lung radiotherapy.
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Ethnic variation in the impact of metabolic syndrome components and chronic kidney disease.
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Evaluation of EEG features in decoding individual finger movements from one hand.
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Evaluation of the Healthy Eating Index-2005.
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Evidence for a grooming claw in a North American adapiform primate: implications for anthropoid origins.
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Exercise-induced changes in metabolic intermediates, hormones, and inflammatory markers associated with improvements in insulin sensitivity.
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Facial expressions of emotion reveal neuroendocrine and cardiovascular stress responses.
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Fast modulation of prefrontal cortex activity by basal forebrain noncholinergic neuronal ensembles.
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Feature-based representations of emotional facial expressions in the human amygdala.
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Finding the Spatial Co-Variation of Brain Deformation With Principal Component Analysis.
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Fossil lemurs from Egypt and Kenya suggest an African origin for Madagascar's aye-aye.
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Fossil papio cranium from !Ncumtsa (Koanaka) Hills, western Ngamiland, Botswana.
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Functional morphology of the Neandertal scapular glenoid fossa.
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Gene expression in obliterative bronchiolitis-like lesions in 2,3-pentanedione-exposed rats.
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Gene set analysis of survival following ovarian cancer implicates macrolide binding and intracellular signaling genes.
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Genetic analysis of intracranial tumors in a murine model of glioma demonstrate a shift in gene expression in response to host immunity.
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Genetic and epigenetic changes in the eutopic endometrium of women with endometriosis: association with decreased endometrial αvβ3 integrin expression.
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Genetic evaluation and application of posterior cranial fossa traits as endophenotypes for Chiari type I malformation.
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Genetic structure and genealogy in the Sphagnum subsecundum complex (Sphagnaceae: Bryophyta).
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Genetics of incipient speciation in Drosophila mojavensis: II. Host plants and mating status influence cuticular hydrocarbon QTL expression and G x E interactions.
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Genome-wide association analyses identify three new susceptibility loci for primary angle closure glaucoma.
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Genome-wide association study identifies FCGR2A as a susceptibility locus for Kawasaki disease.
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Genomics of varicose veins and chronic venous insufficiency.
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Geometric morphometrics reveal altered corpus callosum shape in pyridoxine-dependent epilepsy.
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Global climate evolution during the last deglaciation
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Glutathione species and metabolomic prints in subjects with liver disease as biological markers for the detection of hepatocellular carcinoma.
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Hands of early primates.
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Heritability estimates of endophenotypes of long and health life: the Long Life Family Study.
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Heritable variation at the chromosome 21 gene ERG is associated with acute lymphoblastic leukemia risk in children with and without Down syndrome.
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High heritability of metabolomic profiles in families burdened with premature cardiovascular disease.
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High spatial resolution proteomic comparison of the brain in humans and chimpanzees.
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High-content imaging-based screening of microenvironment-induced changes to stem cells.
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Historical effects on beta diversity and community assembly in Amazonian trees.
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Host physiological phenotype explains pathogen reservoir potential.
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Hostility, anger, and depression predict increases in C3 over a 10-year period.
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How specific are negative symptoms and cognitive impairment in schizophrenia? An analysis of PANSS and SCoRS.
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Identification of Chiari Type I Malformation subtypes using whole genome expression profiles and cranial base morphometrics.
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Identification of quantitative trait loci and a candidate locus for freezing tolerance in controlled and outdoor environments in the overwintering crucifer Boechera stricta.
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Idiosyncratic responding during movie-watching predicted by age differences in attentional control.
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Immune correlates of the Thai RV144 HIV vaccine regimen in South Africa.
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Inhibition of inhibition in visual cortex: the logic of connections between molecularly distinct interneurons.
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Initial characterization of micafungin pulmonary delivery via two different nebulizers and multivariate data analysis of aerosol mass distribution profiles.
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Isolation and minimization of head motion-induced signal variations in fMRI data using independent component analysis.
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Kernel Principal Component analysis through time for voice disorder classification.
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Large-Scale Network Coupling with the Fusiform Cortex Facilitates Future Social Motivation.
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Latent class analysis is useful to classify pregnant women into dietary patterns.
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Long range dynamic effects of point-mutations trap a response regulator in an active conformation.
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Long-term neurocognitive effects of olanzapine or low-dose haloperidol in first-episode psychosis.
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Lower molar shape and size in prosimian and platyrrhine primates.
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Macroecological patterns of genetic structure and diversity in the aquatic moss Platyhypnidium riparioides.
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Mapping human genetic diversity in Asia.
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Mechanisms of action selection and timing in substantia nigra neurons.
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Metabolic profiles predict adverse events after coronary artery bypass grafting.
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Metabolomic mapping of atypical antipsychotic effects in schizophrenia.
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Metabolomic profiling reveals mitochondrial-derived lipid biomarkers that drive obesity-associated inflammation.
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Metabolomics of human cerebrospinal fluid identifies signatures of malignant glioma.
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Metastatic castration-resistant prostate cancer reveals intrapatient similarity and interpatient heterogeneity of therapeutic kinase targets.
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Molecular analysis of gastric cancer identifies subtypes associated with distinct clinical outcomes.
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Motivation and satisfaction among community health workers administering rapid diagnostic tests for malaria in Western Kenya.
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Multilevel hybrid principal components analysis for region-referenced functional electroencephalography data.
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Multivariate Curve Resolution for Signal Isolation from Fast-Scan Cyclic Voltammetric Data.
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Near-Absent Levels Of Segregational Variation Suggest Limited Opportunities For The introduction of genetic variation via homeologous chromosome pairing In synthetic neoallotetraploid Mimulus.
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Neuronal assembly detection and cell membership specification by principal component analysis.
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Novel Biomarkers, ST-Elevation Resolution, and Clinical Outcomes Following Primary Percutaneous Coronary Intervention.
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Novel loci and pathways significantly associated with longevity.
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One haploid parent contributes 100% of the gene pool for a widespread species in northwest North America.
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Performance monitoring and cognitive control in individuals with mild traumatic brain injury.
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Peripheral blood metabolite profiles associated with new onset atrial fibrillation.
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Persistent infection with neurotropic herpes viruses and cognitive impairment.
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Physiology of neuronal subtypes in the respiratory-vocal integration nucleus retroamigualis of the male zebra finch.
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Pilot Study of An Intracranial Electroencephalography Biomarker of Depressive Symptoms in Epilepsy.
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Postsynaptic mechanisms govern the differential excitation of cortical neurons by thalamic inputs.
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Potential autonomic risk factors for chronic TMD: descriptive data and empirically identified domains from the OPPERA case-control study.
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Predicting Alzheimer's Disease Using Combined Imaging-Whole Genome SNP Data.
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Predicting BCI subject performance using probabilistic spatio-temporal filters.
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Predicting real-time 3D deformation field maps (DFM) based on volumetric cine MRI (VC-MRI) and artificial neural networks for on-board 4D target tracking: a feasibility study.
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Predictors of postpartum weight change among overweight and obese women: results from the Active Mothers Postpartum study.
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Principal component analysis denoising improves sensitivity of MR diffusion to detect white matter injury in neuroHIV.
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Prioritizing culture change in nursing homes: perspectives of residents, staff, and family members.
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Progesterone resistance in PCOS endometrium: a microarray analysis in clomiphene citrate-treated and artificial menstrual cycles.
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Proteomic analysis of mitochondrial-associated ER membranes (MAM) during RNA virus infection reveals dynamic changes in protein and organelle trafficking.
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Psychometric examination of the Persian version of Osteoarthritis Knee and Hip Quality of Life questionnaire.
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Psychometric properties of the Portuguese version of the National Eye Institute Visual Function Questionnaire-25.
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Psychosocial determinants of cardiovascular events among black Americans with chronic kidney disease or associated risk factors in the Jackson heart study.
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Quality of reporting on randomised controlled trials of auriculotherapy for pain.
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Quantitative structure-activity relationship (QSAR) of indoloacetamides as inhibitors of human isoprenylcysteine carboxyl methyltransferase.
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RNA Pol II accumulates at promoters of growth genes during developmental arrest.
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RNA-seq: impact of RNA degradation on transcript quantification.
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Race and sex differences in small-molecule metabolites and metabolic hormones in overweight and obese adults.
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Radiomics analysis using stability selection supervised component analysis for right-censored survival data.
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Recurrence patterns across medulloblastoma subgroups: an integrated clinical and molecular analysis.
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Reduction of echo decorrelation via complex principal component filtering.
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Relationships between circulating metabolic intermediates and insulin action in overweight to obese, inactive men and women.
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Retinal Nerve Fiber Layer Features Identified by Unsupervised Machine Learning on Optical Coherence Tomography Scans Predict Glaucoma Progression.
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Seasonal variations in air pollution particle-induced inflammatory mediator release and oxidative stress.
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Serum proteomic analysis focused on fibrosis in patients with hepatitis C virus infection.
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Sex differences in biomarkers associated with insulin resistance in obese adolescents: metabolomic profiling and principal components analysis.
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Sex, temperament, and family context: how the interaction of early factors differentially predict adolescent alcohol use and are mediated by proximal adolescent factors.
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Shape "break-and-repair" strategy and its application to automated medical image segmentation.
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Simultaneous object classification and segmentation with high-order multiple shape models.
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Simultaneous top-down modulation of the primary somatosensory cortex and thalamic nuclei during active tactile discrimination.
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Smelling wrong: Hormonal contraception in lemurs alters critical female odour cues.
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Socioeconomic status and obesity in Cairo, Egypt: a heavy burden for all.
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Spatial properties and functional organization of small bistratified ganglion cells in primate retina.
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Speciation on a local geographic scale: the evolution of a rare rock outcrop specialist in Mimulus.
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Statistical challenges in preprocessing in microarray experiments in cancer.
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Temporal Patterns in Sheep Fetal Heart Rate Variability Correlate to Systemic Cytokine Inflammatory Response: A Methodological Exploration of Monitoring Potential Using Complex Signals Bioinformatics.
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Tensor network factorizations: Relationships between brain structural connectomes and traits.
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The Gut Microbiota Modulates Energy Metabolism in the Hibernating Brown Bear Ursus arctos.
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The Vindija Neanderthal scapular glenoid fossa: comparative shape analysis suggests evo-devo changes among Neanderthals.
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The genomic relationship between primary breast carcinomas and their nodal metastases.
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The order and logic of CD4 versus CD8 lineage choice and differentiation in mouse thymus.
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The posterior medial cortex in urologic chronic pelvic pain syndrome: detachment from default mode network-a resting-state study from the MAPP Research Network.
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The upper limb of Australopithecus sediba.
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Tissue-specific genetic control of splicing: implications for the study of complex traits.
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Transcript expression in endometrial cancers from Black and White patients.
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Transcriptional profiling of olfactory system development identifies distal antenna as a regulator of subset of neuronal fates.
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Transcriptome analysis of mouse stem cells and early embryos.
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Type V Collagen in Scar Tissue Regulates the Size of Scar after Heart Injury.
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Unified approaches to assessing treatment effect of traditional Chinese medicine based on health profiles.
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Unlearning chronic pain: A randomized controlled trial to investigate changes in intrinsic brain connectivity following Cognitive Behavioral Therapy.
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Use of 16S ribosomal RNA gene analyses to characterize the bacterial signature associated with poor oral health in West Virginia.
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Use of a human embryonic stem cell model to discover GABRP, WFDC2, VTCN1 and ACTC1 as markers of early first trimester human trophoblast.
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Validation of a short version of the glaucoma medication self-efficacy questionnaire.
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Validation of the association between a branched chain amino acid metabolite profile and extremes of coronary artery disease in patients referred for cardiac catheterization.
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Variants in CXCR4 associate with juvenile idiopathic arthritis susceptibility.
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Variation and fitness costs for tolerance to different types of herbivore damage in Boechera stricta genotypes with contrasting glucosinolate structures.
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Whole-brain activity mapping onto a zebrafish brain atlas.
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Keywords of People
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Berchuck, Andrew,
James M. Ingram Distinguished Professor of Gynecologic Oncology,
Obstetrics and Gynecology, Gynecologic Oncology
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Grambow, Steven C.,
Associate Professor of Biostatistics & Bioinformatics,
Biostatistics & Bioinformatics
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Hogan, Brigid L. M.,
Research Professor of Cell Biology,
Cell Biology
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McConnell, Eleanor Schildwachter,
Associate Professor in the School of Nursing,
School of Nursing
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McLendon, Roger Edwin,
Professor of Pathology,
Pathology
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Palmer, Gregory M.,
Associate Professor of Radiation Oncology,
Radiation Oncology
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Sampson, John Howard,
Robert H., M.D. and Gloria Wilkins Professor of Neurosurgery, in the School of Medicine,
Biomedical Engineering
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Williams, Blythe A.,
Associate Professor of the Practice Emerita of Evolutionary Anthropology,
Evolutionary Anthropology