A framework for cancer decision support based on profiling by integrating clinical and genomic data: Application to colon cancer

Proceedings of the 8th International Workshop on Mathematical Methods in Scattering Theory and Biomedical Engineering: Advanced Topics in Scattering and Biomedical Engineering

Volumn , Issue , 2008, Pages 261-268

  Exarchos, T P ^a   Giannakeas, N ^a   Goletsis, Y ^a   Papaloukas, C ^a   Fotiadis, D I ^a  

^a UNIVERSITY OF IOANNINA   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMEDICAL ENGINEERING; BIOPHYSICS; DATA INTEGRATION; DIAGNOSIS; DISEASES; GENES;

CANCER DISEASE; CLINICAL DATA; DECISION SUPPORTS; GENETIC DATA; GENOMIC DATA; GENOMIC PROFILES; SEQUENCE DATA; SINGLE NUCLEOTIDE POLYMORPHISMS;

DECISION SUPPORT SYSTEMS;

EID: 84904016083     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1142/9789812814852_0029     Document Type: Conference Paper

References (10)

1. Louie, B., Mork, P., Martin-Sanchez, F., Halevy, A., & Tarczy-Hornoch, P. (2007). Data integration and genomic medicine. Journal of Biomedical Informatics, 40, 5-16.
2. Fotiadis, D.I., Goletsis, Y., Likas, A, & Papadopoulos, A. (2006). Clinical Decision Support Systems. in M. Akay, ed., Encyclopaedia of Biomedical Engineering, Wiley.
3. Mitchell, T. (2006). Machine Learning, Springer, McGraw-Hill Education (ISE Editions).
4. Tan, P.N., Steinbach, M., & Kumar, V. (2005). Introduction to Data Mining, Addison Wesley. USA.
5. Webb, A,: Statistical Pattern Recognition. Arnold, New York, USA (1999).
6. MacQueen, J.B. (1967). Some Methods for classification and Analysis of Multivariate Observations. In Proceedings of 5th Berkeley Symposium on Mathematical Statistics and Probability, 1, 28 1-297.
7. Witten, I.H., and Frank, E.: Data Mining: Practical machine learning tools and techniques with Java implementations. Morgan Kaufmann, California, USA (2005).
8. Read, T.E., & Kodner, I.J. (1999). Colorectal cancer: risk factors and recommendations for early detection. American Family Physician, 59 (11), 3083-3092.
9. Houlston, R.S., & Tomlinson, I.P.M. (1997). Genetic prognostic markers in colorectal cancer. Journal Clinical Pathology: Molecular Pathology, 50, 28 1-288.
10. Sielinski, S. (2005). Similarity measures for clustering SNP and epidemiological data. Technical report of university of Dortmund.