[en] The present work proposes a computational argumentation system equipped with goal seeking to combine independently generated recommendations for handling multimorbidity.
Disciplines :
Computer science
Author, co-author :
Oliveira, Tiago
Dauphin, Jérémie ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Satoh, Ken
Tsumoto, Shusaku
Novais, Paulo
External co-authors :
yes
Language :
English
Title :
Argumentation with Goals for Clinical Decision Support in Multimorbidity
Publication date :
2018
Event name :
17th International Conference on Autonomous Agents and MultiAgent Systems
Event organizer :
International Foundation for Autonomous Agents and Multiagent Systems
Event date :
from 10-07-2018 to 15-07-2018
Main work title :
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems
G. K. R. Berntsen, D. Gammon, A. Steinsbekk, A. Salamonsen, N. Foss, C. Ruland, and V. Fønnebø. 2015. 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. BMJ Open 5, 12 (2015). https://doi.org/10.1136/bmjopen-2015-009403 arXiv: http://bmjopen.bmj.com/content/5/12/e009403.full.pdf
Elizabeth Black and Katie Atkinson. 2009. Dialogues that account for different perspectives in collaborative argumentation. Proceedings of The Sth International Conference on Autonomous Agents and Multiagent Systems 2, (2009), 867-874.
Phan Minh Dung. 1995. On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games. Artificial Intelligence 77, 2(1995), 321-357. https://doi.org/10.101670004-3702 (94) 00041-X
Joan-Albert López-Vallverdú, David Riaño, and Antoni Collado. 2013. Rule-Based Combination of Comorbid Treatments for Chronic Diseases Applied to Hypertension, Diabetes Mellitus and Heart Failure. In Process Support and Knowledge Representation in Health Care SE-2. Vol. 7738. Springer, Berlin, Heidelberg, 30-41. https://doi.org/10.1007/978-3-642-36438-9.2
Sanjay Modgil and Henry Prakken. 2014. The ASPIC + framework for structured argumentation: A tutorial. Argument and Computation 5, 1(2014), 31-62. https://doi.org/10.1080/19462166.2013.869766
Jann Müller and Anthony Hunter. 2012. An Argumentation-Based Approach for Decision Making. In Proceedings of the 2012 IEEE 24th International Conference on Tools with Artificial Intelligence - Volume 01 (1CTAI'12). IEEE Computer Society, Washington, DC, USA, 564-571. https://doi.org/10.1109/ICTAL2012.82
Martin Roland and Charlotte Paddison. 2013. Better management of patients with multimorbidity. BMJ 346 (2013). https://doi.org/10.1136/braj.f2510 arXiv: http://www.bmj.com/content/346/bmj.f2510.full.pdf
Neeltje P. C. A Vermunt, Mirjam Harmsen, Gert P. Westert, Marcel G. M. Olde Rikkert, and Marian J. Faber. 2017. Collaborative goal setting with elderly patients with chronic disease or multimorbidity: a systematic review. BMC Geriatrics 17, 1(2017), 167. https://doi.org/10.1186/sl2877-017-0534-0
Emma Wallace, Chris Salisbury, Bruce Guthrie, Cliona Lewis, Tom Fahey, and Susan M Smith. 2015. Managing patients with multimorbidity in primary care. BMJ 350 (2015). https://doi.org/10.1136/bmj.h176 arXiv: http://www.bmj.com/content/350/bmj.h176.fullpdf
Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Marisela Mainegra Hing, and Ken Farion. 2011. Reconciling pairs of concurrently used clinical practice guidelines using Constraint Logic Programming. AMIA... Annual Symposium proceedings I AMIA Symposium. AMIA Symposium 2011(2011), 944-53.
Szymon Wilk, Wojtek Michalowski, Martin Michalowski, Ken Farion, Marisela Mainegra Hing, and Subhra Mohapatra. 2013. Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming. Journal of Biomedical Informatics 46, 2(2013), 341-353. https://dolorg/10.1016/j.jbi.2013.01.002
Veruska Zamborhni, Rinke Hoekstra, Marcos Da Silveira, Cedric Pruski, Annette Ten Teije, and Frank Van Harmelea. 2016. Inferring recommendation interactions in clinical guidelines. Semantic Web 7, 4(2016), 421-446. https://doi.org/10.3233/SW-150212
