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
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;
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2014 IEEE International Conference on
Conference_Location :
Belfast
DOI :
10.1109/BIBM.2014.6999260