Literature DB >> 27497798

Biomedical informatics advancing the national health agenda: the AMIA 2015 year-in-review in clinical and consumer informatics.

Kirk Roberts1,2, Mary Regina Boland3, Lisiane Pruinelli4, Jina Dcruz5, Andrew Berry6, Mattias Georgsson7, Rebecca Hazen8, Raymond F Sarmiento5, Uba Backonja8, Kun-Hsing Yu9, Yun Jiang10, Patricia Flatley Brennan11.   

Abstract

The field of biomedical informatics experienced a productive 2015 in terms of research. In order to highlight the accomplishments of that research, elicit trends, and identify shortcomings at a macro level, a 19-person team conducted an extensive review of the literature in clinical and consumer informatics. The result of this process included a year-in-review presentation at the American Medical Informatics Association Annual Symposium and a written report (see supplemental data). Key findings are detailed in the report and summarized here. This article organizes the clinical and consumer health informatics research from 2015 under 3 themes: the electronic health record (EHR), the learning health system (LHS), and consumer engagement. Key findings include the following: (1) There are significant advances in establishing policies for EHR feature implementation, but increased interoperability is necessary for these to gain traction. (2) Decision support systems improve practice behaviors, but evidence of their impact on clinical outcomes is still lacking. (3) Progress in natural language processing (NLP) suggests that we are approaching but have not yet achieved truly interactive NLP systems. (4) Prediction models are becoming more robust but remain hampered by the lack of interoperable clinical data records. (5) Consumers can and will use mobile applications for improved engagement, yet EHR integration remains elusive.
© The Author 2016. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  biomedical informatics; consumer engagement; electronic health records; learning health system; year in review

Mesh:

Year:  2017        PMID: 27497798      PMCID: PMC6080724          DOI: 10.1093/jamia/ocw103

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  50 in total

1.  Supporting information retrieval from electronic health records: A report of University of Michigan's nine-year experience in developing and using the Electronic Medical Record Search Engine (EMERSE).

Authors:  David A Hanauer; Qiaozhu Mei; James Law; Ritu Khanna; Kai Zheng
Journal:  J Biomed Inform       Date:  2015-05-13       Impact factor: 6.317

2.  Assessing information system readiness for mitigating malpractice risk through simulation: results of a multi-site study.

Authors:  Adam Wright; Francine L Maloney; Matthew Wien; Lipika Samal; Srinivas Emani; Gianna Zuccotti
Journal:  J Am Med Inform Assoc       Date:  2015-05-26       Impact factor: 4.497

Review 3.  Advances in functional and structural imaging of the human lung using proton MRI.

Authors:  G Wilson Miller; John P Mugler; Rui C Sá; Talissa A Altes; G Kim Prisk; Susan R Hopkins
Journal:  NMR Biomed       Date:  2014-07-02       Impact factor: 4.044

4.  Optimization of decision support tool using medication regimens to assess rehospitalization risks.

Authors:  C H Olson; M Dierich; T Adam; B L Westra
Journal:  Appl Clin Inform       Date:  2014-08-27       Impact factor: 2.342

5.  Designing a patient-centered user interface for access decisions about EHR data: implications from patient interviews.

Authors:  Kelly Caine; Spencer Kohn; Carrie Lawrence; Rima Hanania; Eric M Meslin; William M Tierney
Journal:  J Gen Intern Med       Date:  2015-01       Impact factor: 5.128

6.  Enhancing the electronic health record to increase counseling and quit-line referral for parents who smoke.

Authors:  Mona Sharifi; William G Adams; Jonathan P Winickoff; Jing Guo; Margaret Reid; Renée Boynton-Jarrett
Journal:  Acad Pediatr       Date:  2014 Sep-Oct       Impact factor: 3.107

7.  RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials.

Authors:  Iain J Marshall; Joël Kuiper; Byron C Wallace
Journal:  J Am Med Inform Assoc       Date:  2015-06-22       Impact factor: 4.497

8.  Informatics to support the IOM social and behavioral domains and measures.

Authors:  George Hripcsak; Christopher B Forrest; Patricia Flatley Brennan; William W Stead
Journal:  J Am Med Inform Assoc       Date:  2015-04-24       Impact factor: 4.497

9.  Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features.

Authors:  Azadeh Nikfarjam; Abeed Sarker; Karen O'Connor; Rachel Ginn; Graciela Gonzalez
Journal:  J Am Med Inform Assoc       Date:  2015-03-09       Impact factor: 4.497

10.  Hidden in plain sight: bias towards sick patients when sampling patients with sufficient electronic health record data for research.

Authors:  Alexander Rusanov; Nicole G Weiskopf; Shuang Wang; Chunhua Weng
Journal:  BMC Med Inform Decis Mak       Date:  2014-06-11       Impact factor: 2.796

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  7 in total

1.  A Semantic Parsing Method for Mapping Clinical Questions to Logical Forms.

Authors:  Kirk Roberts; Braja Gopal Patra
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

Review 2.  Asynchronous automated electronic laboratory result notifications: a systematic review.

Authors:  Benjamin H Slovis; Thomas A Nahass; Hojjat Salmasian; Gilad Kuperman; David K Vawdrey
Journal:  J Am Med Inform Assoc       Date:  2017-11-01       Impact factor: 4.497

Review 3.  2016 Year-in-Review of Clinical and Consumer Informatics: Analysis and Visualization of Keywords and Topics.

Authors:  Hyeoun-Ae Park; Joo Yun Lee; Jeongah On; Ji Hyun Lee; Hyesil Jung; Seul Ki Park
Journal:  Healthc Inform Res       Date:  2017-04-30

4.  Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyond.

Authors:  Guang Yang; Qinghao Ye; Jun Xia
Journal:  Inf Fusion       Date:  2022-01       Impact factor: 12.975

5.  Large-scale real-world data analysis identifies comorbidity patterns in schizophrenia.

Authors:  Chenyue Lu; Di Jin; Nathan Palmer; Kathe Fox; Isaac S Kohane; Jordan W Smoller; Kun-Hsing Yu
Journal:  Transl Psychiatry       Date:  2022-04-11       Impact factor: 6.222

6.  Health informatics publication trends in Saudi Arabia: a bibliometric analysis over the last twenty-four years.

Authors:  Samar Binkheder; Raniah Aldekhyyel; Jwaher Almulhem
Journal:  J Med Libr Assoc       Date:  2021-04-01

7.  The Role of PAEHRs in Patient Involvement.

Authors:  Sofie Wass; Vivian Vimarlund
Journal:  J Med Syst       Date:  2018-09-25       Impact factor: 4.460

  7 in total

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