• 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