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Steinegger, Martin
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2022
Olenyi T
,
Marquet C
,
Heinzinger M
,
Kröger B
,
Nikolova T
,
Bernhofer M
,
Sändig P
,
Schütze K
,
Littmann M
,
Mirdita M
, et al.
LambdaPP: Fast and accessible protein-specific phenotype predictions.
Protein Sci. 2022 :e4524.
Schütze K
,
Heinzinger M
,
Steinegger M
,
Rost B
.
Nearest neighbor search on embeddings rapidly identifies distant protein relations.
Front Bioinform. 2022 ;2:1033775.
Bordin N
,
Dallago C
,
Heinzinger M
,
Kim S
,
Littmann M
,
Rauer C
,
Steinegger M
,
Rost B
,
Orengo C
.
Novel machine learning approaches revolutionize protein knowledge.
Trends Biochem Sci. 2022 .
2021
Bernhofer M
,
Dallago C
,
Karl T
,
Satagopam V
,
Heinzinger M
,
Littmann M
,
Olenyi T
,
Qiu J
,
Schütze K
,
Yachdav G
, et al.
PredictProtein - Predicting Protein Structure and Function for 29 Years.
Nucleic Acids Res. 2021 ;49(W1):W535-W540.
Elnaggar A
,
Heinzinger M
,
Dallago C
,
Rehawi G
,
Yu W
,
Jones L
,
Gibbs T
,
Feher T
,
Angerer C
,
Steinegger M
, et al.
ProtTrans: Towards Cracking the Language of Lifes Code Through Self-Supervised Deep Learning and High Performance Computing.
IEEE Trans Pattern Anal Mach Intell. 2021 ;PP.
2018
Mahlich Y
,
Steinegger M
,
Rost B
,
Bromberg Y
.
HFSP: high speed homology-driven function annotation of proteins.
Bioinformatics. 2018 ;34(13):i304-i312.
2013
Kaján L
,
Yachdav G
,
Vicedo E
,
Steinegger M
,
Mirdita M
,
Angermüller C
,
Böhm A
,
Domke S
,
Ertl J
,
Mertes C
, et al.
Cloud prediction of protein structure and function with PredictProtein for Debian.
Biomed Res Int. 2013 ;2013:398968.