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. 2016 Nov 28;2(1):1–5. doi: 10.1016/S1672-0229(04)02001-7

Table 1.

The Main Methods of Transmembrane Segments Topology Prediction

Segment type Method Approach Self-proclaimed accuracy (segments) Self-proclaimed accuracy (proteins)
Transmembrane α-helices
TMHMM HMM 97%-98% 77%-78%
HMMTOP HMM >98% 85%
MEMSAT HMM 92% 77%
PHDhtm homologous & neural network 98% 89%
TopPred hydrophobicity analysis & positive-inside rule 96%
DAS-TMfilter dense alignment surface 95%
ConPred_elite consensus approach 95%-98%

Membrane β-strands Gromiha’s based on the conformational parameters and surrounding hydrophobicities 82%
Diederichs’s neural network
Jacoboni’s neural network 93% 78%
Martelli’s HMM 84%