Discover Community Create You

Loading publication...

Noodle always counts identifier-free feature events for service operation. With your permission, Google Analytics can also estimate audience and engagement. Search text, publication identifiers, cookies, IP addresses and browser fingerprints are never included in Noodle's first-party event counters.

Privacy details

Article

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

Journal of cardiovascular translational research - 1 Jun 2017

Luo Yuan, Ahmad Faraz S, Shah Sanjiv J

Abstract excerpt

Heart failure with preserved ejection fraction (HFpEF) is a heterogeneous clinical syndrome that may benefit from improved subtyping in order to better characterize its pathophysiology and to develop novel targeted therapies. The United States Precision Medicine Initiative comes amid the rapid growth in quantity and modality of clinical data for HFpEF patients ranging from deep phenotypic to trans-omic data....

Read the complete abstract on PubMed

Topics

Share this publication in a Topic to start or enrich a Post.

Share to Comorbidity
Share to Echocardiography
Share to Heart Failure

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Share to Machine Learning

Share to Precision Medicine

Share to Stroke Volume

Share to Systems Biology

Share to Systems Integration

Source

Open in PubMed Open full text

Identifiers

PMID: 28116551
DOI: 10.1007/s12265-016-9727-8
PMCID: PMC5515683

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

Tensor Factorization for Precision Medicine in Heart Failure with Preserved Ejection Fraction.PMID 28116551Read ↗

Tensor factorization toward precision medicine.Semantic proximity Read ↗

Precision Medicine for Heart Failure with Preserved Ejection Fraction: An Overview.Semantic proximity Read ↗

The future of heart failure with preserved ejection fraction : Deep phenotyping for targeted therapeutics.Semantic proximity Read ↗

Dimensionality reduction of longitudinal 'omics data using modern tensor factorizations.Semantic proximity Read ↗

Multimodal Machine Learning Reveals the Genomic and Proteomic Architecture of Heart Failure with Preserved Ejection FractionSemantic proximity Read ↗

Limestone: high-throughput candidate phenotype generation via tensor factorization.Semantic proximity Read ↗

Detecting time-evolving phenotypic topics via tensor factorization on electronic health records: Cardiovascular disease case study.Semantic proximity Read ↗

Identifying OGN as a Biomarker Covering Multiple Pathogenic Pathways for Diagnosing Heart Failure: From Machine Learning to Mechanism InterpretationSemantic proximity Read ↗

Phenomapping for novel classification of heart failure with preserved ejection fraction.Semantic proximity Read ↗

Discriminative and Distinct Phenotyping by Constrained Tensor Factorization.Semantic proximity Read ↗

The HeartMagic prospective observational study protocol – characterizing subtypes of heart failure with preserved ejection fractionSemantic proximity Read ↗

Towards Precision in HF Pharmacotherapy.Semantic proximity Read ↗

⌁Select a neighboring publication to make it the new centre.