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Author Details

Burkhard Rost
Technical University of Munich (TUM)
1992
280
82
Andrej Sali (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36755055AlphaFold2 reveals commonalities and novelties in protein structure space for 21 model organisms.Commun Biol2023
37936309Alignment-based Protein Mutational Landscape Prediction: Doing More with Less.Genome Biol Evol2023
37833283The importance of planning CT-based imaging features for machine learning-based prediction of pain response.Sci Rep2023
38087198Rendering protein mutation movies with MutAmore.BMC Bioinformatics2023
37567881Domain loss enabled evolution of novel functions in the snake three-finger toxin gene superfamily.Nat Commun2023
37867198Prevalent bee venom genes evolved before the aculeate stinger and eusociality.BMC Biol2023
36648327CATHe: detection of remote homologues for CATH superfamilies using embeddings from protein language models.Bioinformatics2023
36504138Novel machine learning approaches revolutionize protein knowledge.Trends Biochem Sci2023
36755055AlphaFold2 reveals commonalities and novelties in protein structure space for 21 model organisms.Commun Biol2023
36865220Structural Analysis of Genomic and Proteomic Signatures Reveal Dynamic Expression of Intrinsically Disordered Regions in Breast Cancer and Tissue.bioRxiv2023
37046811Development and Evaluation of MR-Based Radiogenomic Models to Differentiate Atypical Lipomatous Tumors from Lipomas.Cancers (Basel)2023
36454227LambdaPP: Fast and accessible protein-specific phenotype predictions.Protein Sci2023
38087198Rendering protein mutation movies with MutAmore.BMC Bioinformatics2023
37867198Prevalent bee venom genes evolved before the aculeate stinger and eusociality.BMC Biol2023
37833283The importance of planning CT-based imaging features for machine learning-based prediction of pain response.Sci Rep2023
37936309Alignment-based Protein Mutational Landscape Prediction: Doing More with Less.Genome Biol Evol2023
37567881Domain loss enabled evolution of novel functions in the snake three-finger toxin gene superfamily.Nat Commun2023
37046811Development and Evaluation of MR-Based Radiogenomic Models to Differentiate Atypical Lipomatous Tumors from Lipomas.Cancers (Basel)2023
36648327CATHe: detection of remote homologues for CATH superfamilies using embeddings from protein language models.Bioinformatics2023
36504138Novel machine learning approaches revolutionize protein knowledge.Trends Biochem Sci2023
36865220Structural Analysis of Genomic and Proteomic Signatures Reveal Dynamic Expression of Intrinsically Disordered Regions in Breast Cancer and Tissue.bioRxiv2023
36454227LambdaPP: Fast and accessible protein-specific phenotype predictions.Protein Sci2023
34232869ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning.IEEE Trans Pattern Anal Mach Intell2022
36304335SETH predicts nuances of residue disorder from protein embeddings.Front Bioinform2022
35702380Contrastive learning on protein embeddings enlightens midnight zone.NAR Genom Bioinform2022
36279274Engineering indel and substitution variants of diverse and ancient enzymes using Graphical Representation of Ancestral Sequence Predictions (GRASP).PLoS Comput Biol2022
35609601Protein language-model embeddings for fast, accurate, and alignment-free protein structure prediction.Structure2022
36466147Nearest neighbor search on embeddings rapidly identifies distant protein relations.Front Bioinform2022
34232869ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning.IEEE Trans Pattern Anal Mach Intell2022
34791421ProteomicsDB: toward a FAIR open-source resource for life-science research.Nucleic Acids Res2022
35702380Contrastive learning on protein embeddings enlightens midnight zone.NAR Genom Bioinform2022
35609601Protein language-model embeddings for fast, accurate, and alignment-free protein structure prediction.Structure2022
36466147Nearest neighbor search on embeddings rapidly identifies distant protein relations.Front Bioinform2022
36279274Engineering indel and substitution variants of diverse and ancient enzymes using Graphical Representation of Ancestral Sequence Predictions (GRASP).PLoS Comput Biol2022
36304335SETH predicts nuances of residue disorder from protein embeddings.Front Bioinform2022
34791421ProteomicsDB: toward a FAIR open-source resource for life-science research.Nucleic Acids Res2022
32672331Mutations in transmembrane proteins: diseases, evolutionary insights, prediction and comparison with globular proteins.Brief Bioinform2021
36700108Light attention predicts protein location from the language of life.Bioinform Adv2021
33961736Learned Embeddings from Deep Learning to Visualize and Predict Protein Sets.Curr Protoc2021
33999203PredictProtein - Predicting Protein Structure and Function for 29 Years.Nucleic Acids Res2021
33441905Embeddings from deep learning transfer GO annotations beyond homology.Sci Rep2021
34328525Spectrum of Protein Location in Proteomes Captures Evolutionary Relationship Between Species.J Mol Evol2021
32672331Mutations in transmembrane proteins: diseases, evolutionary insights, prediction and comparison with globular proteins.Brief Bioinform2021
34519429SARS-CoV-2 structural coverage map reveals viral protein assembly, mimicry, and hijacking mechanisms.Mol Syst Biol2021
34672956Protein matchmaking through representation learning.Cell Syst2021
36700108Light attention predicts protein location from the language of life.Bioinform Adv2021
34672956Protein matchmaking through representation learning.Cell Syst2021
34519429SARS-CoV-2 structural coverage map reveals viral protein assembly, mimicry, and hijacking mechanisms.Mol Syst Biol2021
34328525Spectrum of Protein Location in Proteomes Captures Evolutionary Relationship Between Species.J Mol Evol2021
33961736Learned Embeddings from Deep Learning to Visualize and Predict Protein Sets.Curr Protoc2021
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Collaborators

Rensselaer Polytechnic Institute
Co-authored papers 27
Co-authored papers 25
TUM (Technical University of Munich) Department of Informatics
Co-authored papers 24
Center for Advanced Biotechnology and Medicine, The State University of New Jersey
Co-authored papers 23
Rutgers University
Co-authored papers 20
Broad Institute of MIT and Harvard
Co-authored papers 19
School of Public Health, Capital Medical University
Co-authored papers 18
Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai
Co-authored papers 16
Institute for Advanced Study (TUM-IAS), TUM (Technische Universitat Munchen)
Co-authored papers 12
Inc. San Diego
Co-authored papers 11
University College London, Institute of Structural and Molecular Biology
Co-authored papers 11
TUM (Technical University of Munich) Department of Informatics
Co-authored papers 11
Josep Carreras Leukaemia Research Institute (IJC)
Co-authored papers 11
Columbia University
Co-authored papers 10
Co-authored papers 9
Howard Hughes Medical Institute, Brandeis University
Co-authored papers 9
Columbia University
Co-authored papers 8
Miami University
Co-authored papers 7
University of NSW
Co-authored papers 7
Center for Advanced Biotechnology and Medicine, The State University of New Jersey
Co-authored papers 7
Pacific Northwest National Laboratory
Co-authored papers 7
University College London
Co-authored papers 7
Institute of Life Sciences, The Hebrew University of Jerusalem
Co-authored papers 7
AbbVie Deutschland GmbH & Co. KG
Co-authored papers 7
Department of Pharmacy and Biotechnology, University of Bologna
Co-authored papers 7
University of California davis
Co-authored papers 6
Columbia University
Co-authored papers 6
National Centre for Biotechnology (CNB-CSIC)
Co-authored papers 6
Columbia University Irving Medical Center
Co-authored papers 6
University of California San Francisco
Co-authored papers 5