Situational Awareness for Enhanced Patient Management

Patient management in hospital environments with the provision of effective care pathways represents a significant challenge. Hospital settings are characterized by uncertainty driven by the need to accommodate both elective treatments and emergency cases [which generally arrive without warning, this can place great strain on the healthcare system. This paper considers these issues along with the potential technological developments which may provide a solution to the challenges faced by healthcare professionals (or at least mitigate the impact of the challenging complex and dynamic hospital environment). It is postulated that technology enhanced patient management based on situational awareness in intelligent context-aware systems has the capability to improve patient experience along with improvements in resource utilization in a hospital setting.

[1]  Bin Hu,et al.  Intelligent Context for Personalised M-Learning , 2009, 2009 International Conference on Complex, Intelligent and Software Intensive Systems.

[2]  Philip Moore,et al.  Towards Integrating Emotion into Intelligent Context , 2011, WISE Workshops.

[3]  Elizabeth R DeLong,et al.  Association between hospital process performance and outcomes among patients with acute coronary syndromes. , 2006, JAMA.

[4]  Fatos Xhafa,et al.  Architectures for Distributed and Complex M-learning Systems: Applying Intelligent Technologies , 2009 .

[5]  Massimo Ruffolo,et al.  Knowledge Management in Health Care: An Architectural Framework for Clinical Process Management Systems , 2005, 16th International Workshop on Database and Expert Systems Applications (DEXA'05).

[6]  R. C. Berkan,et al.  Fuzzy systems design principles - building fuzzy IF-THEN rule bases , 1997 .

[7]  Fatos Xhafa,et al.  Smart care spaces: needs for intelligent at-home care , 2013, Int. J. Space Based Situated Comput..

[8]  M. Fine,et al.  Quality of care, process, and outcomes in elderly patients with pneumonia. , 1997, JAMA.

[9]  Paul McCrone,et al.  Capturing the costs of end-of-life care: comparisons of multiple sclerosis, Parkinson's disease, and dementia. , 2009, Journal of pain and symptom management.

[10]  Amy L. Gryshuk,et al.  Cell-Phone-Based Platform for Biomedical Device Development and Education Applications , 2011, PloS one.

[11]  Bin Hu,et al.  Fuzzy ECA Rules for Pervasive Decision-Centric Personalised Mobile Learning , 2010, Computational Intelligence for Technology Enhanced Learning.

[12]  P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .

[13]  James Butcher,et al.  A Crisis in Communication , 2014 .

[14]  Harlan M Krumholz,et al.  Hospital quality for acute myocardial infarction: correlation among process measures and relationship with short-term mortality. , 2006, JAMA.

[15]  Jim Goes,et al.  INTERORGANIZATIONAL LINKS AND INNOVATION: THE CASE OF HOSPITAL SERVICES , 1997 .

[16]  Hanifa Shah,et al.  The Role of Enterprise Architecture in Healthcare-IT , 2009, 2009 Sixth International Conference on Information Technology: New Generations.

[17]  T. Ferris,et al.  Are hospital characteristics associated with parental views of pediatric inpatient care quality? , 2003, Pediatrics.

[18]  H. Hermens,et al.  SENIAM 8: European recommendations for surface electromyography , 1999 .

[19]  Hanifa Shah,et al.  Context Based Knowledge Management in Healthcare: An EA Approached , 2009, AMCIS.

[20]  Thomas Ertl,et al.  SemSor: Combining Social and Semantic Web to Support the Analysis of Emergency Situations , 2011 .

[21]  Gregory D. Abowd,et al.  Towards a Better Understanding of Context and Context-Awareness , 1999, HUC.

[22]  Neil Ireson Local community situational awareness during an emergency , 2009, 2009 3rd IEEE International Conference on Digital Ecosystems and Technologies.

[23]  Hai V. Pham,et al.  Personalization and rule strategies in data-intensive intelligent context-aware systems , 2015, The Knowledge Engineering Review.

[24]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[25]  Núria Mas,et al.  Is managed care restraining the adoption of technology by hospitals? , 2008, Journal of health economics.

[26]  Norman P. Archer,et al.  Predicting the impact of hospital health information technology adoption on patient satisfaction , 2012, Artif. Intell. Medicine.

[27]  C. Webster,et al.  A systems approach to the reduction of medication error on the hospital ward. , 2001, Journal of advanced nursing.

[28]  I. Nonaka,et al.  The Knowledge Creating Company , 2008 .

[29]  George J. Klir,et al.  Fuzzy sets and fuzzy logic - theory and applications , 1995 .

[30]  L. Winerman Social networking: Crisis communication , 2009, Nature.

[31]  Philip Moore Anytime-Anywhere: Personalised Time Management in Networking for e-Learning , 2011 .