Literature DB >> 27488402

Clinical Decision Support: a 25 Year Retrospective and a 25 Year Vision.

B Middleton1, D F Sittig, A Wright.   

Abstract

OBJECTIVE: The objective of this review is to summarize the state of the art of clinical decision support (CDS) circa 1990, review progress in the 25 year interval from that time, and provide a vision of what CDS might look like 25 years hence, or circa 2040.
METHOD: Informal review of the medical literature with iterative review and discussion among the authors to arrive at six axes (data, knowledge, inference, architecture and technology, implementation and integration, and users) to frame the review and discussion of selected barriers and facilitators to the effective use of CDS. RESULT: In each of the six axes, significant progress has been made. Key advances in structuring and encoding standardized data with an increased availability of data, development of knowledge bases for CDS, and improvement of capabilities to share knowledge artifacts, explosion of methods analyzing and inferring from clinical data, evolution of information technologies and architectures to facilitate the broad application of CDS, improvement of methods to implement CDS and integrate CDS into the clinical workflow, and increasing sophistication of the end-user, all have played a role in improving the effective use of CDS in healthcare delivery.
CONCLUSION: CDS has evolved dramatically over the past 25 years and will likely evolve just as dramatically or more so over the next 25 years. Increasingly, the clinical encounter between a clinician and a patient will be supported by a wide variety of cognitive aides to support diagnosis, treatment, care-coordination, surveillance and prevention, and health maintenance or wellness.

Entities:  

Keywords:  Clinical decision support; artificial intelligence; electronic health record; expert systems; health information technology

Mesh:

Year:  2016        PMID: 27488402      PMCID: PMC5171504          DOI: 10.15265/IYS-2016-s034

Source DB:  PubMed          Journal:  Yearb Med Inform        ISSN: 0943-4747


  237 in total

1.  The Brigham integrated computing system (BICS): advanced clinical systems in an academic hospital environment.

Authors:  J M Teich; J P Glaser; R F Beckley; M Aranow; D W Bates; G J Kuperman; M E Ward; C D Spurr
Journal:  Int J Med Inform       Date:  1999-06       Impact factor: 4.046

2.  Genomic medicine and the future of health care.

Authors:  C Sander
Journal:  Science       Date:  2000-03-17       Impact factor: 47.728

3.  Toward the standardization of electronic guidelines.

Authors:  P L Elkin; M Peleg; R Lacson; E Bernstam; S Tu; A Boxwala; R Greenes; E H Shortliffe
Journal:  MD Comput       Date:  2000 Nov-Dec

4.  A clinical information systems strategy for a large integrated delivery network.

Authors:  G J Kuperman; C Spurr; S Flammini; D Bates; J Glaser
Journal:  Proc AMIA Symp       Date:  2000

5.  Ambulatory practice clinical information management: problems and prospects.

Authors:  B Middleton; K Renner; M Leavitt
Journal:  Healthc Inf Manage       Date:  1997

6.  The veterans healthcare system: preparing for the twenty-first century.

Authors:  K W Kizer; M L Fonseca; L M Long
Journal:  Hosp Health Serv Adm       Date:  1997

Review 7.  A descriptive feast but an evaluative famine: systematic review of published articles on primary care computing during 1980-97.

Authors:  E Mitchell; F Sullivan
Journal:  BMJ       Date:  2001-02-03

8.  The impact of computerized physician order entry on medication error prevention.

Authors:  D W Bates; J M Teich; J Lee; D Seger; G J Kuperman; N Ma'Luf; D Boyle; L Leape
Journal:  J Am Med Inform Assoc       Date:  1999 Jul-Aug       Impact factor: 4.497

9.  Use of computer-based records, completeness of documentation, and appropriateness of documented clinical decisions.

Authors:  P C Tang; M P LaRosa; S M Gorden
Journal:  J Am Med Inform Assoc       Date:  1999 May-Jun       Impact factor: 4.497

10.  The Regenstrief Medical Record System: a quarter century experience.

Authors:  C J McDonald; J M Overhage; W M Tierney; P R Dexter; D K Martin; J G Suico; A Zafar; G Schadow; L Blevins; T Glazener; J Meeks-Johnson; L Lemmon; J Warvel; B Porterfield; J Warvel; P Cassidy; D Lindbergh; A Belsito; M Tucker; B Williams; C Wodniak
Journal:  Int J Med Inform       Date:  1999-06       Impact factor: 4.046

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  55 in total

1.  The number needed to benefit: estimating the value of predictive analytics in healthcare.

Authors:  Vincent X Liu; David W Bates; Jenna Wiens; Nigam H Shah
Journal:  J Am Med Inform Assoc       Date:  2019-12-01       Impact factor: 4.497

2.  A Quality Improvement Initiative to Decrease Platelet Ordering Errors and a Proposed Model for Evaluating Clinical Decision Support Effectiveness.

Authors:  Julia Whitlow Yarahuan; Amy Billet; Jonathan D Hron
Journal:  Appl Clin Inform       Date:  2019-07-10       Impact factor: 2.342

3.  Meeting the challenge: Health information technology's essential role in achieving precision medicine.

Authors:  Teresa Zayas-Cabán; Kevin J Chaney; Courtney C Rogers; Joshua C Denny; P Jon White
Journal:  J Am Med Inform Assoc       Date:  2021-06-12       Impact factor: 4.497

4.  Clinical Decision Support for Recognizing and Managing Hypertensive Blood Pressure in Youth: No Significant Impact on Medical Costs.

Authors:  Steven P Dehmer; Alan R Sinaiko; Nicole K Trower; Stephen E Asche; Heidi L Ekstrom; James D Nordin; Patrick J O'Connor; Elyse O Kharbanda
Journal:  Acad Pediatr       Date:  2020-01-28       Impact factor: 3.107

Review 5.  Contributions from the 2016 Literature on Clinical Decision Support.

Authors:  V Koutkias; J Bouaud
Journal:  Yearb Med Inform       Date:  2017-09-11

6.  A scoping review of clinical decision support tools that generate new knowledge to support decision making in real time.

Authors:  Anna Ostropolets; Linying Zhang; George Hripcsak
Journal:  J Am Med Inform Assoc       Date:  2020-12-09       Impact factor: 4.497

7.  Translating an evidence-based clinical pathway into shareable CDS: developing a systematic process using publicly available tools.

Authors:  Jeremy J Michel; Emilia J Flores; Lauren Dutcher; Nikhil K Mull; Amy Y Tsou
Journal:  J Am Med Inform Assoc       Date:  2021-01-15       Impact factor: 4.497

Review 8.  Advances in Clinical Decision Support: Highlights of Practice and the Literature 2015-2016.

Authors:  R A Jenders
Journal:  Yearb Med Inform       Date:  2017-09-11

9.  Use of mind maps and iterative decision trees to develop a guideline-based clinical decision support system for routine surgical practice: case study in thyroid nodules.

Authors:  Hyeong Won Yu; Maqbool Hussain; Muhammad Afzal; Taqdir Ali; June Young Choi; Ho-Seong Han; Sungyoung Lee
Journal:  J Am Med Inform Assoc       Date:  2019-06-01       Impact factor: 4.497

10.  Reducing Alert Burden in Electronic Health Records: State of the Art Recommendations from Four Health Systems.

Authors:  John D McGreevey; Colleen P Mallozzi; Randa M Perkins; Eric Shelov; Richard Schreiber
Journal:  Appl Clin Inform       Date:  2020-01-01       Impact factor: 2.342

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