Literature DB >> 29142742

Supporting breast cancer decisions using formalized guidelines and experts decision patterns: initial prototype and evaluation.

Dennis Andrzejewski1, Rüdiger Breitschwerdt2, Michael Fellmann1, Eberhard Beck3.   

Abstract

Transparent decisions and its documentation of breast cancer patients' therapy are getting more important especially since modern therapeutic approaches favor personalized forms of treatment. The medical decisions for a treatment are very complex, because there are rules and different options for each patient. To support the decision process, we analyzed the current decision rules and implemented them in a prototype of a rule-based expert system. Thus, this system shall support the quality assurance regarding transparent documentation of individualized therapeutic decisions. For evaluating the system, we used data from a state tumor center and compared the decisions suggested by our system with expert ones. The system and the expert approach will be compared with each other as well as the differences in the treatment decisions. The first preliminary results show us that the human factor-like must be considered by creating a decision support system. The prototype delivers first results, which are restricted, but the results are promising for further developments.

Entities:  

Keywords:  Breast cancer treatment; Decision support; Tumor board

Year:  2017        PMID: 29142742      PMCID: PMC5662532          DOI: 10.1007/s13755-017-0035-8

Source DB:  PubMed          Journal:  Health Inf Sci Syst        ISSN: 2047-2501


  11 in total

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Authors:  Cord Spreckelsen; K Spitzer; W Honekamp
Journal:  Methods Inf Med       Date:  2012-04-24       Impact factor: 2.176

2.  A rule-based clinical decision model to support interpretation of multiple data in health examinations.

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Review 3.  Computer-interpretable clinical guidelines: a methodological review.

Authors:  Mor Peleg
Journal:  J Biomed Inform       Date:  2013-06-25       Impact factor: 6.317

4.  The role of modeling in clinical information system development life cycle.

Authors:  M Peleg
Journal:  Methods Inf Med       Date:  2011       Impact factor: 2.176

5.  Models in the development of clinical practice guidelines.

Authors:  J Dik F Habbema; Timothy J Wilt; Ruth Etzioni; Heidi D Nelson; Clyde B Schechter; William F Lawrence; Joy Melnikow; Karen M Kuntz; Douglas K Owens; Eric J Feuer
Journal:  Ann Intern Med       Date:  2014-12-02       Impact factor: 25.391

6.  Interdisciplinary GoR level III Guidelines for the Diagnosis, Therapy and Follow-up Care of Breast Cancer: Short version - AWMF Registry No.: 032-045OL AWMF-Register-Nummer: 032-045OL - Kurzversion 3.0, Juli 2012.

Authors:  R Kreienberg; U-S Albert; M Follmann; I B Kopp; T Kühn; A Wöckel
Journal:  Geburtshilfe Frauenheilkd       Date:  2013-06       Impact factor: 2.915

7.  [Effects of guideline-compliant therapy on the survival of primary breast cancer patients with: results of a retrospective cohort study].

Authors:  Regine Wolters; Achim Wöckel; Manfred Wischnewsky; Rolf Kreienberg
Journal:  Z Evid Fortbild Qual Gesundhwes       Date:  2011-04-07

Review 8.  The Right Treatment for the Right Patient - Personalised Treatment of Breast Cancer.

Authors:  A Scharl; T Kühn; T Papathemelis; A Salterberg
Journal:  Geburtshilfe Frauenheilkd       Date:  2015-07       Impact factor: 2.915

9.  Exploring patient- and physician-related factors preventing breast cancer patients from guideline-adherent adjuvant chemotherapy-results from the prospective multi-center study BRENDA II.

Authors:  Lukas Schwentner; Reyn Van Ewijk; Thorsten Kühn; Felix Flock; Riccardo Felberbaum; Maria Blettner; Rolf Kreienberg; Wolfgang Janni; Achim Wöckel; Susanne Singer
Journal:  Support Care Cancer       Date:  2016-01-27       Impact factor: 3.603

10.  Impact of guideline conformity on breast cancer therapy: results of a 13-year retrospective cohort study.

Authors:  Achim Wöckel; Dominic Varga; Ziad Atassi; Christian Kurzeder; Regine Wolters; Manfred Wischnewsky; Christine Wulff; Rolf Kreienberg
Journal:  Onkologie       Date:  2010-01-22
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  2 in total

1.  Guest editorial: special issue on "Artificial Intelligence in Health and Medicine".

Authors:  Siuly Siuly; Runhe Huang; Mahmoud Daneshmand
Journal:  Health Inf Sci Syst       Date:  2018-01-16

2.  A decision support system for mammography reports interpretation.

Authors:  Marzieh Esmaeili; Seyed Mohammad Ayyoubzadeh; Nasrin Ahmadinejad; Marjan Ghazisaeedi; Azin Nahvijou; Keivan Maghooli
Journal:  Health Inf Sci Syst       Date:  2020-04-01
  2 in total

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