Abstract
AbstractPersonal Agents (PAs) have longly been explored as assistants to support users in their daily activities. Surprisingly, few works refer to the adoption of PAs in the healthcare domain, where they can assist physicians’ activities reducing medical errors. Although literature proposes different approaches for modelling and engineering PAs, none of them discusses how they can be integrated with cognitive services in order to empower their reasoning capabilities. In this paper we present an integration model, specifically devised for healthcare applications, that enhances Belief-Desire-Intention agents reasoning with advanced cognitive capabilities. As a case study, we adopt this integrated model in the critical care path of trauma resuscitation, stepping forward to the vision of Smart Hospitals.
Publisher
Springer Science and Business Media LLC
Subject
Health Information Management,Health Informatics,Information Systems,Medicine (miscellaneous)
Reference41 articles.
1. Aczon M., Ledbetter D., Van Ho L., Gunny A.M., Flynn A., Williams J., Wetzel R.C. (2017) Dynamic mortality risk predictions in pediatric critical care using recurrent neural networks. arXiv:abs/1701.06675
2. Ahmed M.N., Toor A.S., O’Neil K., Friedland D.: Cognitive computing and the future of health care cognitive computing and the future of healthcare: the cognitive power of ibm watson has the potential to transform global personalized medicine. IEEE Pulse 8 (3): 4–9, 2017
3. Bratman M.E., Israel D.J., Pollack M.E.: Plans and resource-bounded practical reasoning. Comput. Intel. 4 (3): 349–355, 1988
4. Brugués A., Bromuri S., Barry M., del Toro O.́J., Mazurkiewicz M.R., Kardas P., Pegueroles J., Schumacher M.: Processing diabetes mellitus composite events in MAGPIE. J. Med. Syst. 40 (2): 44, 2015
5. Chen Y., Argentinis J.E., Weber G.: IBM Watson: How cognitive computing can be applied to big data challenges in life sciences research. Clinical Therapeutics 38 (4): 688–701, 2016
Cited by
8 articles.
订阅此论文施引文献
订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献