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CBMS
2005
IEEE
13 years 7 months ago
Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis
Inductive learning systems have been successfully applied in a number of medical domains. Nevertheless, the effective use of these systems requires data preprocessing before apply...
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
CBMS
2005
IEEE
13 years 11 months ago
Challenges of Ultra Large Scale Integration of Biomedical Computing Systems
The NCRI Informatics Initiative is overseeing the implementation of an informatics framework for the UK cancer research community. The framework advocates an integrated multidisci...
R. H. J. Begent, J. Michael Brady, Anthony Finkels...
CBMS
2005
IEEE
13 years 11 months ago
Approximations to Magic: Finding Unusual Medical Time Series
In this work we introduce the new problem of finding time series discords. Time series discords are subsequences of longer time series that are maximally different to all the rest...
Jessica Lin, Eamonn J. Keogh, Ada Wai-Chee Fu, Hel...
CBMS
2005
IEEE
13 years 11 months ago
Computer-Aided Thyroid Nodule Detection in Ultrasound Images
Nodular thyroid disease is a frequent occurrence in clinical practice and it is associated with increased risk of thyroid cancer and hyperfunction. In this paper we propose a nove...
Dimitrios E. Maroulis, Michalis A. Savelonas, Stav...
CBMS
2005
IEEE
13 years 11 months ago
Texture-Based Image Retrieval for Computerized Tomography Databases
In this paper we propose a CBIR system for retrieval ofnormal anatomical regions present in Computed Tomography studies of the chest and abdomen. We implement and compare eight si...
Winnie Tsang, Andrew Corboy, Ken Lee, Daniela Stan...