Literature DB >> 30427267

Deep learning algorithms to identify documentation of serious illness conversations during intensive care unit admissions.

Alex Chan1,2, Isabel Chien1,3, Edward Moseley4, Saad Salman2, Sarah Kaminer Bourland2, Daniela Lamas5, Anne M Walling6,7, James A Tulsky1,8, Charlotta Lindvall1,8.   

Abstract

Entities:  

Keywords:  Quality indicators (healthcare); advance care planning; end-of-life care; intensive care units; machine learning

Mesh：

Year:  2018        PMID： 30427267     DOI： 10.1177/0269216318810421

Source DB:  PubMed          Journal:  Palliat Med        ISSN： 0269-2163            Impact factor:   4.762


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  10 in total

1.  Randomized Trial of a Palliative Care Intervention to Improve End-of-Life Care Discussions in Patients With Metastatic Breast Cancer.

Authors:  Joseph A Greer; Beverly Moy; Areej El-Jawahri; Vicki A Jackson; Mihir Kamdar; Juliet Jacobsen; Charlotta Lindvall; Jennifer A Shin; Simone Rinaldi; Heather A Carlson; Angela Sousa; Emily R Gallagher; Zhigang Li; Samantha Moran; Magaret Ruddy; Maya V Anand; Julia E Carp; Jennifer S Temel
Journal:  J Natl Compr Canc Netw       Date:  2022-02       Impact factor: 11.908

2.  Charting a path to high-quality end-of-life care for children with cancer.

Authors:  Prasanna Ananth; Joanne Wolfe; Emily E Johnston
Journal:  Cancer       Date:  2022-08-25       Impact factor: 6.921

3.  Deep Learning for Cancer Symptoms Monitoring on the Basis of Electronic Health Record Unstructured Clinical Notes.

Authors:  Charlotta Lindvall; Chih-Ying Deng; Nicole D Agaronnik; Anne Kwok; Soujanya Samineni; Renato Umeton; Warren Mackie-Jenkins; Kenneth L Kehl; James A Tulsky; Andrea C Enzinger
Journal:  JCO Clin Cancer Inform       Date:  2022-06

4.  Associations Between Family Member Involvement and Outcomes of Patients Admitted to the Intensive Care Unit: Retrospective Cohort Study.

Authors:  Tamryn F Gray; Anne Kwok; Khuyen M Do; Sandra Zeng; Edward T Moseley; Yasser M Dbeis; Renato Umeton; James A Tulsky; Areej El-Jawahri; Charlotta Lindvall
Journal:  JMIR Med Inform       Date:  2022-06-15

5.  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

6.  Long-Term Prognosis of Older Adults Who Survive Emergency Mechanical Ventilation.

Authors:  Kei Ouchi; Josephine Lo Bello; Edward Moseley; Charlotta Lindvall
Journal:  J Pain Symptom Manage       Date:  2020-06-12       Impact factor: 3.612

7.  Improving palliative and end-of-life care with machine learning and routine data: a rapid review.

Authors:  Virginia Storick; Aoife O'Herlihy; Sarah Abdelhafeez; Rakesh Ahmed; Peter May
Journal:  HRB Open Res       Date:  2019-07-15

8.  Enhancing serious illness communication using artificial intelligence.

Authors:  Isaac S Chua; Christine S Ritchie; David W Bates
Journal:  NPJ Digit Med       Date:  2022-01-27

9.  Identification of Digital Health Priorities for Palliative Care Research: Modified Delphi Study.

Authors:  Amara Callistus Nwosu; Tamsin McGlinchey; Justin Sanders; Sarah Stanley; Jennifer Palfrey; Patrick Lubbers; Laura Chapman; Anne Finucane; Stephen Mason
Journal:  JMIR Aging       Date:  2022-03-21

10.  Natural Language Processing to Identify Advance Care Planning Documentation in a Multisite Pragmatic Clinical Trial.

Authors:  Charlotta Lindvall; Chih-Ying Deng; Edward Moseley; Nicole Agaronnik; Areej El-Jawahri; Michael K Paasche-Orlow; Joshua R Lakin; Angelo Volandes; The Acp-Peace Investigators James A Tulsky
Journal:  J Pain Symptom Manage       Date:  2021-07-14       Impact factor: 5.576
  10 in total

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