Tensor Factorization for Precision Medicine in Heart Failure with Preserved Ejection Fraction

Tensor factorization toward precision medicine

(2016) Yuan Luo et al.   BRIEFINGS IN BIOINFORMATICS

Clinical Phenotypes in Heart Failure With Preserved Ejection Fraction

(2016) Rohan Samson et al.   Journal of the American Heart Association

Spectrum of epidemiological and clinical findings in patients with heart failure with preserved ejection fraction stratified by study design: a systematic review

(2015) Muthiah Vaduganathan et al.   EUROPEAN JOURNAL OF HEART FAILURE

Tensor decomposition of EEG signals: A brief review

(2015) Fengyu Cong et al.   JOURNAL OF NEUROSCIENCE METHODS

Subgraph augmented non-negative tensor factorization (SANTF) for modeling clinical narrative text

(2015) Yuan Luo et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Trends in biomedical informatics: automated topic analysis of JAMIA articles

(2015) D. Han et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Bayesian Factorizations of Big Sparse Tensors

(2015) Jing Zhou et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Ten things we have to do to achieve precision medicine

(2015) I. S. Kohane   SCIENCE

Learning phenotype densities conditional on many interacting predictors

(2014) D. C. Kessler et al.   BIOINFORMATICS

Limestone: High-throughput candidate phenotype generation via tensor factorization

(2014) Joyce C. Ho et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Automatic lymphoma classification with sentence subgraph mining from pathology reports

(2014) Yuan Luo et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Classification of multivariate time series via temporal abstraction and time intervals mining

(2014) Robert Moskovitch et al.   KNOWLEDGE AND INFORMATION SYSTEMS

2013 ACCF/AHA Guideline for the Management of Heart Failure

(2013) Clyde W. Yancy et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

A Novel Paradigm for Heart Failure With Preserved Ejection Fraction

(2013) Walter J. Paulus et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Cancer Genome Landscapes

(2013) B. Vogelstein et al.   SCIENCE

Mutational Processes Molding the Genomes of 21 Breast Cancers

(2012) Serena Nik-Zainal et al.   CELL

STRING v9.1: protein-protein interaction networks, with increased coverage and integration

(2012) Andrea Franceschini et al.   NUCLEIC ACIDS RESEARCH

Computational Medicine: Translating Models to Clinical Care

(2012) R. L. Winslow et al.   Science Translational Medicine

Association of Genome-Wide Variation With the Risk of Incident Heart Failure in Adults of European and African Ancestry

(2010) Nicholas L. Smith et al.   Circulation-Cardiovascular Genetics

Genomic Variation Associated With Mortality Among Adults of European and African Ancestry With Heart Failure

(2010) Alanna C. Morrison et al.   Circulation-Cardiovascular Genetics

Identification of a pleiotropic locus on chromosome 7q for a composite left ventricular wall thickness factor and body mass index: the HyperGEN Study

(2009) Weihong Tang et al.   BMC Medical Genetics

Genetic Variants Associated With Cardiac Structure and Function

(2009) Ramachandran S. Vasan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Tensor Decompositions and Applications

(2009) Tamara G. Kolda et al.   SIAM REVIEW

Change of Genetic Determinants of Left Ventricular Structure in Adolescence: Longitudinal Evidence From the Georgia Cardiovascular Twin Study

(2008) G. K. Kapuku et al.   AMERICAN JOURNAL OF HYPERTENSION

Algorithms for Sparse Nonnegative Tucker Decompositions

(2008) Morten Mørup et al.   NEURAL COMPUTATION