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In this paper, we have attempted to build multilayer perceptron (MLP) and support vector machine (SVM) models for predicting survivability of the oral cancer patients who visit the ENT OPD. MLP and SVM have been applied in the past by few researchers for prediction of oral cancer using the genetic database. However, the database used for current research has the attributes like clinical symptoms,...
Proteins have crucial importance in every living system, and Protein–Protein Interactions (PPIs) play a pivotal role in regulation of virtually all biological processes such as DNA transcription, replication, metabolic cycles and signaling cascades. The PPIs play an important role in the complex process of cell death which mainly occurs via apoptosis and necrosis in eukaryotic cells. Apoptosis is...
Prediction of epitope has great importance in the development of vaccine, drug and peptide libraries and immunologic research. There are very few methods for the prediction of patches containing conformational epitopes, and ninety percent of the epitopes are of conformational type. In this paper, an attempt has been made to propose soft support vector machine model based on the evaluation of different...
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