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ARTMED
2004
74views more  ARTMED 2004»
8 years 5 months ago
Latent variable discovery in classification models
The naive Bayes model makes the often unrealistic assumption that the feature variables are mutually independent given the class variable. We interpret a violation of this assumpt...
Nevin Lianwen Zhang, Thomas D. Nielsen, Finn Verne...
ARTMED
2004
145views more  ARTMED 2004»
8 years 5 months ago
A novel kernelized fuzzy C-means algorithm with application in medical image segmentation
: Image segmentation plays a crucial role in many medical imaging applications. In this paper, we present a novel algorithm for fuzzy segmentation of magnetic resonance imaging (MR...
Dao-Qiang Zhang, Song-Can Chen
ARTMED
2004
69views more  ARTMED 2004»
8 years 5 months ago
Evolving rule-based systems in two medical domains using genetic programming
Athanasios Tsakonas, Georgios Dounias, Jan Jantzen...
ARTMED
2004
133views more  ARTMED 2004»
8 years 5 months ago
Bayesian network multi-classifiers for protein secondary structure prediction
Successful secondary structure predictions provide a starting point for direct tertiary structure modelling, and also can significantly improve sequence analysis and sequence-stru...
Víctor Robles, Pedro Larrañaga, Jos&...
ARTMED
2004
86views more  ARTMED 2004»
8 years 5 months ago
Automated segmentation of human brain MR images using a multi-agent approach
Nathalie Richard, Michel Dojat, Catherine Garbay
ARTMED
2004
71views more  ARTMED 2004»
8 years 5 months ago
Structural proteomics of the poxvirus family
Arlo Z. Randall, Pierre Baldi, Luis P. Villarreal
ARTMED
2004
98views more  ARTMED 2004»
8 years 5 months ago
WeAidU - a decision support system for myocardial perfusion images using artificial neural networks
This paper presents a computer-based decision support system for automated interpretation of diagnostic heart images (called WeAidU), which is made available via the Internet. The...
Mattias Ohlsson
ARTMED
2004
129views more  ARTMED 2004»
8 years 5 months ago
Data mining techniques for cancer detection using serum proteomic profiling
Lihua Li, Hong Tang, Zuobao Wu, Jianli Gong, Micha...
ARTMED
2004
118views more  ARTMED 2004»
8 years 5 months ago
Bayesian fluorescence in situ hybridisation signal classification
Previous research has indicated the significance of accurate classification of fluorescence in situ hybridisation (FISH) signals for the detection of genetic abnormalities. Based ...
Boaz Lerner
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