Simultaneous trend analysis for evaluating outcomes in patient-centred health monitoring services.
The research aim underpinning the Healthcare@Home (HH) information system described here was to enable 'near real time' risk analysis for disease early detection and prevention. To this end, we are implementing a family of prototype web services to 'push' or 'pull' individual's health-related data via an system of clinical hubs, mobile communication devices and/or dedicated home-based network computers. We are examining more efficient methods for ethical use of such data in timeline-based (i.e. 'longitudinal') data analysis systems. A consistent data collation infrastructure is being created for use along the 'patient path'--accessible wherever patients happen to be. This 'patient-centred' infrastructure can be applied in the evaluation of disease progression risk (in the light of clinical understanding of disease processes). In this paper we describe the requirements for making multi-data trend management 'scale-up', together with some requirements of an 'end-to-end' functioning data collection system. A Service-Oriented Architecture (SOA) approach is used to maximise benefits from (1) clinical evidence and (2) computational models of disease progression that can be made available elsewhere on the SOA. We discuss the implications of this so-called 'closed loop' approach for improving healthcare intervention outcomes, patient safety, decision support, objective measurement of service quality and in providing inputs for quantitative healthcare (predictive) modelling.
Conley
Edward C
EC
Diabetes Research Unit, School of Medicine, Cardiff University, Ist Floor, Academic Centre, University Hospital Llandough, Penlan Road, Penarth, Cardiff CF64 2XX Wales, UK. e.c.conley@cs.cardiff.ac.uk
Owens
David R
DR
Luzio
Stephen L
SL
Subramanian
Mahesh
M
Ali
Ali Shaikh
AS
Hardisty
Alex
A
Rana
Omer
O
D016494:Computer Security; D003219:Confidentiality; D003625:Data Collection / Q000379:methods; D006801:Humans; D007256:Information Systems / Q000458:organization & administration*; D020407:Internet; D017063:Outcome Assessment, Health Care / Q000458:organization & administration*; D018802:Patient-Centered Care / Q000458:organization & administration*