(Q36816489)

16 August 2017

Consensus Statement on Electronic Health Predictive Analytics: A Guiding Framework to Address Challenges (English)

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16 August 2017

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10

Lucila Ohno-Machado

1 reference

16 August 2017

9

Bernard Lo

1 reference

16 August 2017

4

I Glenn Cohen

1 reference

16 August 2017

Ruben Amarasingham

1

1 reference

16 August 2017

Anne-Marie J Audet

2

1 reference

16 August 2017

David W Bates

3

1 reference

16 August 2017

Martin Entwistle

5

1 reference

16 August 2017

G J Escobar

6

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16 August 2017

Vincent Liu

7

1 reference

16 August 2017

Lynn Etheredge

8

1 reference

16 August 2017

Sudha Ram

11

1 reference

16 August 2017

Suchi Saria

12

1 reference

16 August 2017

Lisa M Schilling

13

1 reference

16 August 2017

Anand Shahi

14

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16 August 2017

Walter F Stewart

15

1 reference

16 August 2017

Ewout W Steyerberg

16

1 reference

16 August 2017

Bin Xie

17

1 reference

16 August 2017

7 March 2016

1 reference

16 August 2017

EGEMS (Washington, DC)

1 reference

16 August 2017

4

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16 August 2017

1

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16 August 2017

1163

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Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported

16 August 2017

start time

7 March 2016

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

1 reference

April 2022 Public Data File from Crossref

cites work

Implementing electronic health care predictive analytics: considerations and challenges

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

The legal and ethical concerns that arise from using complex predictive analytics in health care

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Health IT and Patient Safety: Building Safer Systems for Better Care

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

How to derive and validate clinical prediction models for use in intensive care medicine.

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Enabling cross-platform clinical decision support through Web-based decision support in commercial electronic health record systems: proposal and evaluation of initial prototype implementations

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Incorporation of socioeconomic status indicators into policies for the meaningful use of electronic health records

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Perspectives on clinical informatics: integrating large-scale clinical, genomic, and health information for clinical care

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Statistical trends in the Journal of the American Medical Association and implications for training across the continuum of medical education

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Health workforce competencies needed for a digital world.

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Allocating scarce resources in real-time to reduce heart failure readmissions: a prospective, controlled study

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Applying various algorithms for species distribution modelling

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

The inevitable application of big data to health care

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Emerging directions in analytics. Predictive analytics will play an indispensable role in healthcare transformation and reform.

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Leveraging derived data elements in data analytic models for understanding and predicting hospital readmissions

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Future of Electronic Health Records: Implications for Decision Support

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Importance of health information technology, electronic health records, and continuously aggregating data to comparative effectiveness research and learning health care

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Conceptualizing a model: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force--2.

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

A systematic review on the application of cardiovascular risk prediction models in pharmacoeconomics, with a focus on primary prevention

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Leveraging EHR investments through medical device connectivity

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Prospective validation of a predictive model that identifies homeless people at risk of re-presentation to the emergency department

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Understanding and preventing wrong-patient electronic orders: a randomized controlled trial

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Merging genomic and phenomic data for research and clinical impact.

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Risk prediction models: II. External validation, model updating, and impact assessment

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Risk prediction models: I. Development, internal validation, and assessing the incremental value of a new (bio)marker

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Severity scoring in the critically ill: part 1--interpretation and accuracy of outcome prediction scoring systems.

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

New threats to health data privacy

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Risk prediction models for hospital readmission: a systematic review

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

An automated model to identify heart failure patients at risk for 30-day readmission or death using electronic medical record data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Number crunching. Predictive analytics helps Presbyterian Healthcare analyze financial data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Use of electronic health records in U.S. hospitals

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Informatics competency and development within the US nursing population workforce: a systematic literature review

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

What workforce is needed to implement the health information technology agenda? Analysis from the HIMSS analytics database.

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Faculty development initiatives for the integration of informatics competencies and point-of-care technologies in undergraduate nursing education

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Use and misuse of the receiver operating characteristic curve in risk prediction

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Methods to assess performance of models estimating risk of death in intensive care patients: a review

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Modeling the severity of illness of ICU patients. A systems update

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

APACHE II: a severity of disease classification system

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Validation of a modified Medical Resource Model for mass gatherings

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Clinical prediction rule for identifying patients with vancomycin-resistant enterococci (VRE) at the time of admission to the intensive care unit in a low VRE prevalence setting.

27 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Validation of a scoring tool to predict drug-resistant pathogens in hospitalised pneumonia patients

27 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

The medical profession and self-regulation: a current challenge.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Model transparency and validation: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force--7.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Modeling good research practices--overview: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force--1.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Predicting risk of hospitalization or death among patients with heart failure in the veterans health administration

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4837887

Interoperability of electronic health records and personal health records: key interoperability issues associated with information exchange

5 September 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/27141516

12 December 2020

inferred from PubMed ID database lookup

Model parameter estimation and uncertainty: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force--6

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/27141516

12 December 2020

inferred from PubMed ID database lookup

Big data in health care: using analytics to identify and manage high-risk and high-cost patients

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/27141516

12 December 2020

inferred from PubMed ID database lookup

Identifiers

DOI

10.13063/2327-9214.1163

1 reference

release_scrz7ujlvjc4zl4pqfnvasfnze

16 August 2017

1 reference

Fatcat

https://api.fatcat.wiki/v0/release/scrz7ujlvjc4zl4pqfnvasfnze

24 November 2022

mapped directly with Wikidata item

1 reference

16 August 2017

1 reference