DocumentCode
1785009
Title
Are static fetal growth charts still suitable for diagnostic purposes?
Author
Bochicchio, Mario A. ; Vaira, Lucia
Author_Institution
Dept. of Eng. for Innovation, Univ. of Salento, Lecce, Italy
fYear
2014
fDate
2-5 Nov. 2014
Firstpage
1
Lastpage
8
Abstract
Fetal growth curves and the corresponding interpretation of biometric data represent an essential diagnostic tool in clinical practice and for epidemiological studies, but their validity is questioned by the population-reshuffling phenomenon and by other factors. To restore their diagnostic effectiveness, a suitable interpretative model has to be developed based on new parameters and on a global approach for data collection. To achieve this goal we studied the combined adoption of multidimensional analysis and of cloud-based data-harvesting techniques to produce customized curves more suitable for diagnostic purposes. In particular, multidimensional analysis allows to identify and to avoid more effectively false positives and/or false negatives while the use of cloud allows collecting and processing data on a global scale. The feasibility of the proposed approach is discussed referring to a prototype and a test on the field on a small scale.
Keywords
cloud computing; data acquisition; data analysis; medical computing; multidimensional systems; obstetrics; patient diagnosis; biometric data interpretation; clinical practice; cloud-based data-harvesting technique; data collection; data processing; diagnostic effectiveness; diagnostic tool; epidemiological study; false negative identification; false positive identification; fetal growth curve customization; global approach; interpretative model; multidimensional analysis; population-reshuffling phenomenon; prototype; static fetal growth chart validity; Biological system modeling; Fetus; Mathematical model; Medical services; Sociology; Standards; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedicine (BIBM), 2014 IEEE International Conference on
Conference_Location
Belfast
Type
conf
DOI
10.1109/BIBM.2014.6999260
Filename
6999260
Link To Document