Current Proceedings on Technology
Yazarlar: Ahmet imci
Konular:-
Anahtar Kelimeler:Soft computing in healthcare,Computer-aided diagnosis,Clinical decision support systems.
Özet: Today’s evaluation of human clinical situations and healthcare technologies are changing dramatically over the last few decades. Healthcare technologies are increasingly become personal and pervasive, moving into healthcare professionals’ working environment and patients’ homes, and presenting new challenges to soft computing (SC) based monitoring and assessment of individual risk and healthcare applications. While recent developments in medical engineering have been achieved by state-of-the-art of intelligent computing techniques including computer-aided diagnosis, computer-aided radiography, developments in computational techniques including SC, clinical decision support systems, information processing and data mining hold new premises in this field. Novel SC applications combine the monitoring of health parameters and the expert biomedical knowledge with the patients’ physiological and psychological profile, as well as their social and environmental context, to efficiently diagnose, treat or manage diseases. Pattern classification and SC-based systems, better described as clinical decision support systems, are today found an effective application and represent in perspective a real technological breakthrough. In this paper an overview of different SC applications is presented exploring the proficiency of SC techniques in almost every field of medicine. Results obtained by applying different SC-based models to medical problems are reported and discussed