title: Management and modeling of balance disorders using decision support systems: the EMBALANCE project.
abstract: In this work, we present the concept, the methodological ideas and the architecture of the EMBALANCE platform. EMBALANCE platform extends existing but generic and currently uncoupled balance modeling activities, leading to a multi-scale and patient-specific balance Hypermodel, which is incorporated to a Decision Support System (DSS), towards the early diagnosis, prediction and the efficient treatment planning of balance disorders. Various data feed the intelligent system increasing the dimensionality and personalization of the system. Human Computer Interaction techniques are utilized in order to develop the required interfaces in a user-intuitive and efficient way, while interoperable web services enhance the accessibility and acceptance of the system. The platform will be validated using both retrospective as well as prospective experimental and clinical data. The final tool will be a powerful web-based platform provided to primary and secondary care physicians across specialties, levels of training and geographical boundaries, targeting wider clinical acceptance as well as the increased confidence in the developed DSS towards the early diagnostic evaluation, behaviour prediction and effective management planning of balance problems. Currently we focus and present the management and modeling of the balance disorders.
authors.affiliation: Institute of Communication and Computer Systems, National Technical University of Athens, Athens, Greece, Themis.exarchos@gmail.com.
authors.forename: Themis P
authors.initials: TP
authors.lastname: Exarchos
authors.forename: Christos
authors.initials: C
authors.lastname: Bellos
authors.forename: Iliana
authors.initials: I
authors.lastname: Bakola
authors.forename: Dimitris
authors.initials: D
authors.lastname: Kikidis
authors.forename: Athanasios
authors.initials: A
authors.lastname: Bibas
authors.forename: Dimitrios
authors.initials: D
authors.lastname: Koutsouris
authors.forename: Dimitrios I
authors.initials: DI
authors.lastname: Fotiadis
mesh_terms: D000328:Adult; D000367:Age Factors; D000368:Aged; D019295:Computational Biology / Q000379:methods; D004244:Dizziness / Q000175:diagnosis / Q000628:therapy; D005103:Expert Systems; D006801:Humans; D020407:Internet; D008875:Middle Aged; D008962:Models, Theoretical; D011446:Prospective Studies; D015203:Reproducibility of Results; D012189:Retrospective Studies; D012678:Sensation Disorders / Q000175:diagnosis* / Q000628:therapy*; D012680:Sensitivity and Specificity; D012984:Software