Providing Alternative Measures for Addressing Adverse Drug-Drug Interactions

Clinical Practice Guidelines (CPGs) are documents used in daily clinical practice that provide advice on how to best diagnose and treat diseases in the form of a list of clinical recommendations. When simultaneously applying multiple CPGs to patients, this can lead to complex multiple drug regimens (polypharmacy) with the potential for harmful combinations of drugs. The need to address these adverse drug events calls forth for systems capable of not only automatically represent the common potential conflicts or interactions that can happen when merging CPGs but also systems capable of providing conflict-free alternatives. This paper presents a solution that represents CPGs as Computer-Interpretable Guidelines (CIGs) and allows the automatic identification of drug conflicts and the provision of alternative measures to resolve these conflicts.

[1]  José Neves,et al.  Representation of Clinical Practice Guideline Components in OWL , 2013, PAAMS.

[2]  David Riaño,et al.  Rule-Based Combination of Comorbid Treatments for Chronic Diseases Applied to Hypertension, Diabetes Mellitus and Heart Failure , 2012, ProHealth/KR4HC.

[3]  Lawrence D. Phillips,et al.  Is quantitative benefit-risk modelling of drugs desirable or possible? , 2011, Drug discovery today. Technologies.

[4]  José Neves,et al.  Decision Support Provided by a Temporally Oriented Health Care Assistant , 2016, Journal of Medical Systems.

[5]  Syed Sibte Raza Abidi,et al.  Merging Disease-Specific Clinical Guidelines to Handle Comorbidities in a Clinical Decision Support Setting , 2013, AIME.

[6]  José Neves,et al.  CompGuide: Acquisition and Editing of Computer-Interpretable Guidelines , 2017, WorldCIST.

[7]  Szymon Wilk,et al.  Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines , 2017, J. Biomed. Informatics.

[8]  P. Aschner,et al.  New IDF clinical practice recommendations for managing type 2 diabetes in primary care. , 2017, Diabetes research and clinical practice.

[9]  James G Dolan,et al.  Patients’ Preferences and Priorities Regarding Colorectal Cancer Screening , 2013, Medical decision making : an international journal of the Society for Medical Decision Making.

[10]  A. Wu,et al.  Clinical practice guidelines and quality of care for older patients with multiple comorbid diseases: implications for pay for performance. , 2005, JAMA.

[11]  Wei Ma,et al.  RxNorm: prescription for electronic drug information exchange , 2005, IT Professional.

[12]  Frank van Harmelen,et al.  Analyzing interactions on combining multiple clinical guidelines , 2017, Artif. Intell. Medicine.