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Year Number of Results
1998 4
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2018 1
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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
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 PMC article. Review.
Artificial Intelligence Learns Protein Prediction.
Heinzinger M, Rost B. Heinzinger M, et al. Cold Spring Harb Perspect Biol. 2024 Sep 3;16(9):a041458. doi: 10.1101/cshperspect.a041458. Cold Spring Harb Perspect Biol. 2024. PMID: 38858069 Review.
From sequence to function through structure: Deep learning for protein design.
Ferruz N, Heinzinger M, Akdel M, Goncearenco A, Naef L, Dallago C. Ferruz N, et al. Among authors: heinzinger m. Comput Struct Biotechnol J. 2022 Nov 19;21:238-250. doi: 10.1016/j.csbj.2022.11.014. eCollection 2023. Comput Struct Biotechnol J. 2022. PMID: 36544476 Free PMC article. Review.
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
LambdaPP: Fast and accessible protein-specific phenotype predictions.
Olenyi T, Marquet C, Heinzinger M, Kröger B, Nikolova T, Bernhofer M, Sändig P, Schütze K, Littmann M, Mirdita M, Steinegger M, Dallago C, Rost B. Olenyi T, et al. Among authors: heinzinger m. Protein Sci. 2023 Jan;32(1):e4524. doi: 10.1002/pro.4524. Protein Sci. 2023. PMID: 36454227 Free PMC article.
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.
38 results