Literature DB >> 32599151

Sensitivity and Specificity of a Machine Learning Algorithm to Identify Goals-of-care Documentation for Adults With Congenital Heart Disease at the End of Life.

Jill M Steiner1, Christina Morse2, Robert Y Lee3, J Randall Curtis3, Ruth A Engelberg3.   

Abstract

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Mesh：

Year:  2020        PMID： 32599151      PMCID： PMC7484168          DOI： 10.1016/j.jpainsymman.2020.06.018

Source DB:  PubMed          Journal:  J Pain Symptom Manage        ISSN： 0885-3924            Impact factor:   3.612


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  8 in total

1.  Hospital resource utilization and presence of advance directives at the end of life for adults with congenital heart disease.

Authors:  Jill M Steiner; James N Kirkpatrick; Susan R Heckbert; James Sibley; James A Fausto; Ruth A Engelberg; J Randall Curtis
Journal:  Congenit Heart Dis       Date:  2018-09-19       Impact factor: 2.007

2.  Deep Natural Language Processing Identifies Variation in Care Preference Documentation.

Authors:  Brooks V Udelsman; Edward T Moseley; Rebecca L Sudore; Nancy L Keating; Charlotta Lindvall
Journal:  J Pain Symptom Manage       Date:  2020-01-09       Impact factor: 3.612

3.  Knowledge of and preference for advance care planning by adults with congenital heart disease.

Authors:  Daniel Tobler; Matthias Greutmann; Jack M Colman; Mehtap Greutmann-Yantiri; S Lawrence Librach; Adrienne H Kovacs
Journal:  Am J Cardiol       Date:  2012-03-28       Impact factor: 2.778

4.  Natural Language Processing to Assess End-of-Life Quality Indicators in Cancer Patients Receiving Palliative Surgery.

Authors:  Charlotta Lindvall; Elizabeth J Lilley; Sophia N Zupanc; Isabel Chien; Brooks V Udelsman; Anne Walling; Zara Cooper; James A Tulsky
Journal:  J Palliat Med       Date:  2018-10-17       Impact factor: 2.947

5.  End-of-life care in hospitalized adults with complex congenital heart disease: care delayed, care denied.

Authors:  Daniel Tobler; Matthias Greutmann; Jack M Colman; Mehtap Greutmann-Yantiri; Lawrence S Librach; Adrienne H Kovacs
Journal:  Palliat Med       Date:  2011-06-22       Impact factor: 4.762

Review 6.  Measuring Processes of Care in Palliative Surgery: A Novel Approach Using Natural Language Processing.

Authors:  Elizabeth J Lilley; Charlotta Lindvall; Keith D Lillemoe; James A Tulsky; Daniel C Wiener; Zara Cooper
Journal:  Ann Surg       Date:  2018-05       Impact factor: 12.969

7.  ACC/AHA 2008 guidelines for the management of adults with congenital heart disease: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Writing Committee to Develop Guidelines on the Management of Adults With Congenital Heart Disease). Developed in Collaboration With the American Society of Echocardiography, Heart Rhythm Society, International Society for Adult Congenital Heart Disease, Society for Cardiovascular Angiography and Interventions, and Society of Thoracic Surgeons.

Authors:  Carole A Warnes; Roberta G Williams; Thomas M Bashore; John S Child; Heidi M Connolly; Joseph A Dearani; Pedro Del Nido; James W Fasules; Thomas P Graham; Ziyad M Hijazi; Sharon A Hunt; Mary Etta King; Michael J Landzberg; Pamela D Miner; Martha J Radford; Edward P Walsh; Gary D Webb
Journal:  J Am Coll Cardiol       Date:  2008-12-02       Impact factor: 24.094

8.  Extraction of Ejection Fraction from Echocardiography Notes for Constructing a Cohort of Patients having Heart Failure with reduced Ejection Fraction (HFrEF).

Authors:  Kavishwar B Wagholikar; Christina M Fischer; Alyssa Goodson; Christopher D Herrick; Martin Rees; Eloy Toscano; Calum A MacRae; Benjamin M Scirica; Akshay S Desai; Shawn N Murphy
Journal:  J Med Syst       Date:  2018-09-25       Impact factor: 4.460
  8 in total
  1 in total

1.  Mixed-methods evaluation of three natural language processing modeling approaches for measuring documented goals-of-care discussions in the electronic health record.

Authors:  Alison M Uyeda; J Randall Curtis; Ruth A Engelberg; Lyndia C Brumback; Yue Guo; James Sibley; William B Lober; Trevor Cohen; Janaki Torrence; Joanna Heywood; Sudiptho R Paul; Erin K Kross; Robert Y Lee
Journal:  J Pain Symptom Manage       Date:  2022-02-16       Impact factor: 5.576
  1 in total

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