Argumentation with Goals for Clinical Decision Support in Multimorbidity

The present work proposes a computational argumentation system equipped with goal seeking to combine independently generated recommendations for handling multimorbidity.

[1]  Frank van Harmelen,et al.  Inferring recommendation interactions in clinical guidelines , 2016, Semantic Web.

[2]  Anthony Hunter,et al.  An Argumentation-Based Approach for Decision Making , 2012, 2012 IEEE 24th International Conference on Tools with Artificial Intelligence.

[3]  Martin Roland,et al.  Better management of patients with multimorbidity , 2013, BMJ.

[4]  Phan Minh Dung,et al.  On the Acceptability of Arguments and its Fundamental Role in Nonmonotonic Reasoning, Logic Programming and n-Person Games , 1995, Artif. Intell..

[5]  Wojtek Michalowski,et al.  Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming , 2013, J. Biomed. Informatics.

[6]  Henry Prakken,et al.  The ASPIC+ framework for structured argumentation: a tutorial , 2014, Argument Comput..

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

[8]  Elizabeth Black,et al.  Dialogues that account for different perspectives in collaborative argumentation , 2009, AAMAS.

[9]  T. Fahey,et al.  Managing patients with multimorbidity in primary care , 2015, BMJ : British Medical Journal.

[10]  Gert P. Westert,et al.  Collaborative goal setting with elderly patients with chronic disease or multimorbidity: a systematic review , 2017, BMC Geriatrics.

[11]  W. Michalowski,et al.  Reconciling pairs of concurrently used clinical practice guidelines using Constraint Logic Programming. , 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.

[12]  C. Ruland,et al.  How do we deal with multiple goals for care within an individual patient trajectory? A document content analysis of health service research papers on goals for care , 2015, BMJ Open.