Web Services based newborn screening system with Support Vector Machines

5th International Conference on Information Technology and Applications, ICITA 2008

Volumn , Issue , 2008, Pages 327-332

  Hsieh, Sung Huai ^a,b   Hsieh, Sheau Ling ^a,c   Weng, Yung Ching ^a,b   Chien, Yin Hsiu ^a   Wang, Zhenyu ^d   Chen, Po Hao ^b   Chang, Hsing Yu ^a   Lai, Feipei ^a,b   Hwu, Wu Liang ^a  

^a NATIONAL TAIWAN UNIVERSITY HOSPITAL   (Taiwan)

^b NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^c NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

^d UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

Newborn Screening; Support Vector Machine; Tandem Mass Spectrometry; Web Services

Indexed keywords

CLASSIFICATION TECHNIQUE; CLINICAL SYMPTOMS; HETEROGENEOUS PLATFORMS; HOSPITAL INFORMATION SYSTEMS; IRREVERSIBLE DAMAGE; MENTAL RETARDATION; METABOLIC DISORDERS; NATIONAL TAIWAN UNIVERSITY; NEWBORN SCREENING; TANDEM MASS SPECTROMETRY;

GEARS; IMAGE RETRIEVAL; INFORMATION SERVICES; INTERNET PROTOCOLS; MASS SPECTROMETERS; MASS SPECTROMETRY; METABOLISM; MULTILAYER NEURAL NETWORKS; SPECTRUM ANALYSIS; SUPPORT VECTOR MACHINES; VECTORS; WEB SERVICES;

SERVICE ORIENTED ARCHITECTURE (SOA);

EID: 67649216414     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Chien-Ming Tu, Hsing-Yu Chang, Mei-Yu Tang, Faipei Lai, et al.," The Design and Implementation of a Next Generation Information System for Newborn Screening", HEALTHCOM 2007, June, 2007.
2. Donald H. Chace, Theodore A. Kalas, and Edwin W. Naylor, "Use of Tandem Mass Spectrometry for Multianalyte Screening of Dried Blood Specimens from Newborns", Clin. Chem., Nov 2003; 49: 1797-1817.
3. Schulze A., Lindner M., Kohlmüller D., Olgemöller K., Mayatepek E., Hoffmann GF, "Expanded newborn screening for inborn errors of metabolism by electrospray ionization-tandem mass spectrometry: results, outcome, and implications.", Pediatrics, Vol. 111, No. 6, p. 1399-1406, June 2003.
4. Christian Baumgartner, Christian Böhm, Daniela Baumgartner, "Modelling of classification rules on metabolic patterns including machine learning and expert knowledge", Journal of Biomedical Informatics, v. 38 n. 2, p. 89-98, April 2005.
5. Cortes, C. and V. Vapnik (1995). Support-vector network.
6. P.-H. Chen, R.-E. Fan, and C.-J. Lin, "A Study on SMO-type Decomposition Methods for Support Vector Machines," January 2005.
7. B. Blobel and M. Holena, "Comparing Middleware Concepts for Advanced Healthcare System Architectures," Int'l J. of Medical Informatics, vol. 46, no. 2, pp. 69-85, Sept. 1997.
8. Tung Bui and Alexandre Gachet, "Web Services for Negotiation and Bargaining in Electronic Markets: Design Requirements and Implementation Framework", Proceedings of 38th Hawaii International Conference on System Sciences, 2005
9. World Wide Web Consortium (W3C), "(SOAP) specifications" http://www.w3.org/TR/soap/, Feb, 2006.
10. World Wide Web Consortium (W3C), "WSDL Note Version 1.1," 15 March, 2001, http://www.w3c.org/TR/wsdl/
11. J. J. Ward, L. J. McGuffin, B. F. Buxton, and D. T. Jones, "Secondary Structure Prediction with Support Vector Machine", Bioinformatics, 19:1650-1655, 2003