Michal Linial

Research interests

Publications

• ProteinBERT: a universal deep-learning model of protein sequence and function

  Bioinformatics · 2022 · https://doi.org/10.1093/bioinformatics/btac020

• The language of proteins: NLP, machine learning & protein sequences

  Computational and Structural Biotechnology Journal · 2021 · https://doi.org/10.1016/j.csbj.2021.03.022

• The SARS-CoV-2 Exerts a Distinctive Strategy for Interacting with the ACE2 Human Receptor

  Viruses · 2020 · https://doi.org/10.3390/v12050497

• The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

  Genome biology · 2019 · https://doi.org/10.1186/s13059-019-1835-8

• A large-scale evaluation of computational protein function prediction

  Nature Methods · 2013 · https://doi.org/10.1038/nmeth.2340

• Viral adaptation to host: a proteome‐based analysis of codon usage and amino acid preferences

  Molecular Systems Biology · 2009 · https://doi.org/10.1038/msb.2009.71

• Protein function annotation by homology-based inference

  Genome biology · 2009 · https://doi.org/10.1186/gb-2009-10-2-207

• Efficient algorithms for accurate hierarchical clustering of huge datasets: tackling the entire protein space

  Bioinformatics · 2008 · https://doi.org/10.1093/bioinformatics/btn174

• Novel Unsupervised Feature Filtering of Biological Data

  Bioinformatics · 2006 · https://doi.org/10.1093/bioinformatics/btl214

• Polysaccharide−Oligoamine Based Conjugates for Gene Delivery

  Journal of Medicinal Chemistry · 2002 · https://doi.org/10.1021/jm0105528

• Using Bayesian Networks to Analyze Expression Data

  Journal of Computational Biology · 2000 · https://doi.org/10.1089/106652700750050961

• Using Bayesian networks to analyze expression data

  Journal · 2000 · https://doi.org/10.1145/332306.332355

• Vesicular neurotransmitter transporters: from bacteria to humans.

  Physiological Reviews · 1995 · https://doi.org/10.1152/physrev.1995.75.2.369

• Brain contains two forms of synaptic vesicle protein 2.

  Proceedings of the National Academy of Sciences · 1993 · https://doi.org/10.1073/pnas.90.6.2150

• Cellular and Molecular Biology of the Presynaptic Nerve Terminal

  Annual Review of Neuroscience · 1991 · https://doi.org/10.1146/annurev.ne.14.030191.000521

• Retroviral RNA Packaging: Sequence Requirements and Implications

  Current topics in microbiology and immunology · 1990 · https://doi.org/10.1007/978-3-642-75218-6_5

Current projects

No projects listed.