(Q30358244)

18 October 2017

Using recurrent neural network models for early detection of heart failure onset. (English)

1 reference

artificial neural network

18 October 2017

1 reference

1 reference

recurrent neural network

1 reference

Edward Choi

1

1 reference

18 October 2017

Andy Schuetz

series ordinal

2

1 reference

18 October 2017

Walter F Stewart

series ordinal

3

1 reference

18 October 2017

Jimeng Sun

series ordinal

4

1 reference

18 October 2017

13 August 2016

1 reference

Journal of the American Medical Informatics Association

18 October 2017

1 reference

18 October 2017

24

1 reference

18 October 2017

2

1 reference

18 October 2017

361-370

1 reference

Creative Commons Attribution-NonCommercial 4.0 International

18 October 2017

start time

11 December 2016

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

0 references

describes a project that uses

scikit-image

1 reference

8 June 2022

https://europepmc.org/search?query=(METHODS:'scikit-image')

based on heuristic

inferred from PubMed Central ID database lookup

cites work

Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

Exploring the application of deep learning techniques on medical text corpora

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

Deaths: final data for 2010.

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

Prevalence of heart failure signs and symptoms in a large primary care population identified through the use of text and data mining of the electronic health record

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

Computational phenotype discovery using unsupervised feature learning over noisy, sparse, and irregular clinical data

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

Contemporary prevalence and correlates of incident heart failure with preserved ejection fraction

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

Combining knowledge and data driven insights for identifying risk factors using electronic health records

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

A predictive model for progression of chronic kidney disease to kidney failure

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

Antihypertensive treatment and development of heart failure in hypertension: a Bayesian network meta-analysis of studies in patients with hypertension and high cardiovascular risk

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

Prediction modeling using EHR data: challenges, strategies, and a comparison of machine learning approaches

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

A fast learning algorithm for deep belief nets

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

3 June 2018

Long short-term memory

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

On the need for the rare disease assumption in case-control studies

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

Effect of enalapril on mortality and the development of heart failure in asymptomatic patients with reduced left ventricular ejection fractions

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5391725

Prevention of Heart Failure in Patients in the Heart Outcomes Prevention Evaluation (HOPE) Study

3 June 2018

1 reference

https://api.crossref.org/works/10.1093%2FJAMIA%2FOCW112

Glitazones and heart failure: critical appraisal for the clinician.

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FJAMIA%2FOCW112

Learning Deep Architectures for AI

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FJAMIA%2FOCW112

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FJAMIA%2FOCW112

Disease progression modeling using Hidden Markov Models.

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FJAMIA%2FOCW112

Modeling disease progression via multi-task learning

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FJAMIA%2FOCW112

Trends in Heart Failure Incidence and Survival in a Community-Based Population

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FJAMIA%2FOCW112

Longitudinal modeling of glaucoma progression using 2-dimensional continuous-time hidden Markov model

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/27521897

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Hypertension among adults in the United States: National Health and Nutrition Examination Survey, 2011-2012

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/27521897

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1093/JAMIA/OCW112

1 reference

18 October 2017

journals/jamia/ChoiSSS17

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

18 October 2017

PubMed publication ID

27521897

1 reference