TMbed: transmembrane proteins predicted through language model embeddings

Keyphrases

• 3D Structure 100%
• Language Model 100%
• Transmembrane Protein 100%
• Model Embedding 100%
• False Positive Rate 66%
• Desktop Computer 66%
• β-barrel 66%
• AlphaFold 66%
• Protein Language Model 66%
• Protein Level 33%
• Novel Filter 33%
• Graphics Card 33%
• NVIDIA 33%
• Performance Level 33%
• Molecular Biology 33%
• Proteome 33%
• Transmembrane 33%
• Signal Peptide 33%
• Protein Family 33%
• Molecular Medicine 33%
• Proteome-wide 33%
• Redundant Data 33%
• Viterbi 33%
• Transmembrane Segment 33%
• α-helical 33%
• Consumer-grade 33%
• Multiple Sequence Alignment 33%
• Transmembrane Helix 33%
• Transmembrane Region 33%
• Evolutionary Information 33%
• Non-membrane Proteins 33%
• α-helical Barrel 33%
• Segment-level 33%

Biochemistry, Genetics and Molecular Biology

• Beta Barrel 100%
• Proteome 100%
• Gaussian Distribution 50%
• Molecular Biology 50%
• Molecular Medicine 50%
• Protein Family 50%
• Sequence Alignment 50%
• Transmembrane Protein 50%
• Signal Peptide 50%