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Table representation of search results timeline featuring number of search results per year.

Year Number of Results
1998 4
1999 1
2000 2
2003 1
2018 1
2019 1
2020 2
2021 9
2022 9
2023 5
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Page 1
ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning.
Elnaggar A, Heinzinger M, Dallago C, Rehawi G, Wang Y, Jones L, Gibbs T, Feher T, Angerer C, Steinegger M, Bhowmik D, Rost B. Elnaggar A, et al. Among authors: heinzinger m. IEEE Trans Pattern Anal Mach Intell. 2022 Oct;44(10):7112-7127. doi: 10.1109/TPAMI.2021.3095381. Epub 2022 Sep 14. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 34232869
Dark Proteins Important for Cellular Function.
Schafferhans A, O'Donoghue SI, Heinzinger M, Rost B. Schafferhans A, et al. Among authors: heinzinger m. Proteomics. 2018 Nov;18(21-22):e1800227. doi: 10.1002/pmic.201800227. Proteomics. 2018. PMID: 30318701
Contrastive learning on protein embeddings enlightens midnight zone.
Heinzinger M, Littmann M, Sillitoe I, Bordin N, Orengo C, Rost B. Heinzinger M, et al. NAR Genom Bioinform. 2022 Jun 11;4(2):lqac043. doi: 10.1093/nargab/lqac043. eCollection 2022 Jun. NAR Genom Bioinform. 2022. PMID: 35702380 Free PMC article.
Novel machine learning approaches revolutionize protein knowledge.
Bordin N, Dallago C, Heinzinger M, Kim S, Littmann M, Rauer C, Steinegger M, Rost B, Orengo C. Bordin N, et al. Among authors: heinzinger m. Trends Biochem Sci. 2023 Apr;48(4):345-359. doi: 10.1016/j.tibs.2022.11.001. Epub 2022 Dec 9. Trends Biochem Sci. 2023. PMID: 36504138 Free article. Review.
SETH predicts nuances of residue disorder from protein embeddings.
Ilzhöfer D, Heinzinger M, Rost B. Ilzhöfer D, et al. Among authors: heinzinger m. Front Bioinform. 2022 Oct 10;2:1019597. doi: 10.3389/fbinf.2022.1019597. eCollection 2022. Front Bioinform. 2022. PMID: 36304335 Free PMC article.
32 results