Clique para editar os estilos

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Giuliana Dinis Castilhos
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1 Clique para editar os estilos AMBIENT INTELLIGENCE AND SIMULATION IN HEALTH CARE VIRTUAL SCENARIOS António Abelha, Cesar Analide, José Machado, José Neves, Manuel Santos and Paulo Novais Universidade do Minho Portugal 1

Abelha, Cesar Analide, José Machado, José Neves,

2 Introduction There are economical and social impacts in Clique society para due editar to progresses os estilos in wireless communications, internet, television, computer Quarto peripherals nível and mobile phones. New challenges in management are emerging. The development of an information society is an European priority. 2

computer Quarto peripherals nível and mobile phones.

3 Health care virtual scenarios Allow health care workers to undertake simulated Clique para medical editar os practices estilos for patient care. Provide Quarto a projection nível of a real unit using computerized tools. Simulate conversational dialogues. Offer a wide digital library of cases. Allow nursing and medical education courses and research. 3

Provide Quarto a projection nível of a real unit using computerized tools.

4 HCVS The first step: Clique para editar os estilos is the integration of highly heterogeneous sources of» Quinto information nível with quality into a coherent knowledge base. 4

5 Medical information systems Have Clique to para be addressed editar os estilos in terms of a wide variety Segundo of heterogeneous nível distributed systems Quarto speaking nível different languages, integrating medical equipments and customized by several companies, developed by people aiming at different goals. 5

Quarto speaking nível different languages, integrating medical equipments and

6 Medical information systems This Clique leads para us editar to consider os estilos the solutions to a particular Segundo nível problem, to be part of an integration process, bringing to the health care arena new methodologies for problem solving in medical education, computational models, technologies and tools. 6

integration process, bringing to the health care arena new methodologies for

7 AIDA Clique para editar os estilos Agência de Interoperação Difusão e Arquivo 7

8 EMR It is a core application covering the health care Clique unit para and editar making os possible estilos the analysis of medical records. It is an assembly of documents, directed to the register of actions and medical procedures and a follow up of the risk values and clinical profile. The main goal is to replace hard documents by electronic ones. 8

It is an assembly of documents, directed to the register of actions and medical

9 The medical training will be based on a rich Clique repository para editar of historical os estilos cases. EMR It is based Quarto on nível data warehouses, agents, multi-agent systems and ambient intelligence. One may have to attend ethical and legal requisites, as well as data quality, information security, access control and privacy. 9

EMR It is based Quarto on nível data warehouses, agents, multi-agent systems and

10 The EMR connects fragmented applications. Clique para editar os estilos EMR and AmI When linked with services, EMR shares a new space and merges physical and virtual worlds. EMR enables the calling of ambient intelligence practices in healthcare units. 10

services, EMR shares a new space and merges physical and

11 Ambient Intelligence Clique para editar os estilos Ubiquitous computation Ubiquitous communication Intelligent interfaces 11

12 Ambient Intelligence in Medicine Clique User-friendly para editar and intelligent os estilos interfaces Interaction Human-Computer More efficient services Security 12

13 Intelligent Problem Solving Evolution in Problem Solving and Intelligent Clique para Systems editar os estilos Problem Processing Solutiion The traditional computing paradigm inclusion Correction Explanation Reasoning and intelligent behavior Autonomy Embedded Intelligent Systems the emerging paradigm Robustness Consistency 13

computing paradigm inclusion Correction Explanation Reasoning and intelligent

14 Data, Information and knowledge Clique para editar os estilos Data preparation Data Mining Data Information Knowledge 14

15 Quality of information Clique para editar os estilos Information has quality? 15

16 Evaluation How to evaluate the quality of information? Clique para editar os estilos How Segundo to select nívelinformation? How to overstep Quarto nível the problems with information that is incomplete, ambiguous, contradictory or nebulous? How to reduce costs and risks in systems with default reasoning? 16

How to overstep Quarto nível the problems with information that is

17 Quality of information Attributes or dimensions of quality: Clique para editar os estilos inclusion objectivity accessibility actuality confidence precision validity The quality of information is related with the user point of view more than with technology 17

accessibility actuality confidence precision validity The

18 Measuring quality of Information Clique para editar os estilos 18

19 Business Intelligence? OLAP Reporting Clique para editar os estilos Information visualization Budgets and Forecasting DashBoard DataWarehouse Data Mining Tools Users Extraction, Transformation, Populating Operational databases Clinical support supplying accounting Human resources Medical support Nursing 19

Budgets and Forecasting DashBoard DataWarehouse Data Mining Tools Users

20 AIDA and BI OLAP Reporting Clique para editar os estilos Information visualization Budget and forecasting DashBoard Data Mining Tools Users Agência de Interoperação Difusão e Arquivo 20

21 Implementation Clique para editar os estilos Those guidelines Quarto nível have been used for the development of the Electronic Medical Record in the Hospital Geral de Santo António in Oporto, enabling AmI. 21

22 Present Work Tools and Clique para editar os estilos Collaborative networks for supporting ambient intelligence in continuous healtcare units methodologies to create an integrated information system for better life quality, security and patient care. 22

23 Challenges Population Clique para becomes editar os older. estilos Resources are missing. Remote assistance and supervision through the connection of virtual organizations. New services in health, entertainment, education without motion and in usual context. 23

24 Conclusions Logic, inference and formal languages. It Clique was used para an editar ELP language os estilos that operates an extended repository (AIDA) containing all the information Segundo with nível quality regarding patient health data and Quarto following nível up clinical profiles. EMR enables» Quinto the nível calling of AmI practices in healthcare units and simulation in HCVS. Collaborative networks support AmI in continuous healtcare units improving better life quality in particular for the elderly. 24

25 Clique para editar José os Machado estilos Universidade do Minho Departamento de Informática Grupo de Inteligência Artificial Campus de Gualtar - Braga Portugal jmac@di.uminho.pt 25

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