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Transmembrane helix prediction using amino acid property features and latent semantic analysis

Prediction of transmembrane (TM) helices by statistical methods suffers from lack of sufficient training data. Current best methods use hundreds or even thousands of free parameters in their models which are t...

Madhavi Ganapathiraju, N Balakrishnan, Raj Reddy… in BMC Bioinformatics (2008)