Michael Heinzinger

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Binding Protein

Convolutional Neural Network

Machine Learning

Top Venues

Communications biology

Nature communications

Bioinformatics (Oxford, England)

BMC bioinformatics

This page only lists publications with an associated author ORCID identifier.

Publications

Robert Schmirler, Michael Heinzinger, Burkhard Rost
Fine-tuning protein language models boosts predictions across diverse tasks. Nature communications 15 (1) (2024)
Robert Schmirler, Michael Heinzinger, Burkhard Rost
Fine-tuning protein language models boosts predictions across diverse tasks. Nature communications 15 (1) (2024)
Ivan Koludarov, Tobias Senoner, Timothy N W Jackson, Daniel Dashevsky, Michael Heinzinger, Steven D Aird, Burkhard Rost
Domain loss enabled evolution of novel functions in the snake three-finger toxin gene superfamily. Nature communications 14 (1) (2023)
Nicola Bordin, Ian Sillitoe, Vamsi Nallapareddy, Clemens Rauer, Su Datt Lam, Vaishali P Waman, Neeladri Sen, Michael Heinzinger, Maria Littmann, Stephanie Kim, Sameer Velankar, Martin Steinegger, Burkhard Rost, Christine A Orengo
AlphaFold2 reveals commonalities and novelties in protein structure space for 21 model organisms. Communications biology 6 (1) (2023)
Vamsi Nallapareddy, Nicola Bordin, Ian Sillitoe, Michael Heinzinger, Maria Littmann, Vaishali P Waman, Neeladri Sen, Burkhard Rost, Christine Orengo
CATHe: detection of remote homologues for CATH superfamilies using embeddings from protein language models. Bioinformatics (Oxford, England) 39 (1) (2023)
Nicola Bordin, Ian Sillitoe, Vamsi Nallapareddy, Clemens Rauer, Su Datt Lam, Vaishali P Waman, Neeladri Sen, Michael Heinzinger, Maria Littmann, Stephanie Kim, Sameer Velankar, Martin Steinegger, Burkhard Rost, Christine A Orengo
AlphaFold2 reveals commonalities and novelties in protein structure space for 21 model organisms. Communications biology 6 (1) (2023)
Nicola Bordin, Ian Sillitoe, Vamsi Nallapareddy, Clemens Rauer, Su Datt Lam, Vaishali P Waman, Neeladri Sen, Michael Heinzinger, Maria Littmann, Stephanie Kim, Sameer Velankar, Martin Steinegger, Burkhard Rost, Christine A Orengo
AlphaFold2 reveals commonalities and novelties in protein structure space for 21 model organisms. Communications biology 6 (1) (2023)
Nicola Bordin, Ian Sillitoe, Vamsi Nallapareddy, Clemens Rauer, Su Datt Lam, Vaishali P Waman, Neeladri Sen, Michael Heinzinger, Maria Littmann, Stephanie Kim, Sameer Velankar, Martin Steinegger, Burkhard Rost, Christine A Orengo
AlphaFold2 reveals commonalities and novelties in protein structure space for 21 model organisms. Communications biology 6 (1) (2023)
Vamsi Nallapareddy, Nicola Bordin, Ian Sillitoe, Michael Heinzinger, Maria Littmann, Vaishali P Waman, Neeladri Sen, Burkhard Rost, Christine Orengo
CATHe: detection of remote homologues for CATH superfamilies using embeddings from protein language models. Bioinformatics (Oxford, England) 39 (1) (2023)
Nicola Bordin, Ian Sillitoe, Vamsi Nallapareddy, Clemens Rauer, Su Datt Lam, Vaishali P Waman, Neeladri Sen, Michael Heinzinger, Maria Littmann, Stephanie Kim, Sameer Velankar, Martin Steinegger, Burkhard Rost, Christine A Orengo
AlphaFold2 reveals commonalities and novelties in protein structure space for 21 model organisms. Communications biology 6 (1) (2023)
Michael Heinzinger, Maria Littmann, Ian Sillitoe, Nicola Bordin, Christine Orengo, Burkhard Rost
Contrastive learning on protein embeddings enlightens midnight zone. NAR genomics and bioinformatics 4 (2) (2022)
Tobias Olenyi, Céline Marquet, Michael Heinzinger, Benjamin Kröger, Tiha Nikolova, Michael Bernhofer, Philip Sändig, Konstantin Schütze, Maria Littmann, Milot Mirdita, Martin Steinegger, Christian Dallago, Burkhard Rost
LambdaPP: Fast and accessible protein-specific phenotype predictions. Protein science : a publication of the Protein Society (2022)
Michael Heinzinger, Ahmed Elnaggar, Yu Wang, Christian Dallago, Dmitrii Nechaev, Florian Matthes, Burkhard Rost
Modeling aspects of the language of life through transfer-learning protein sequences. BMC bioinformatics 20 (1) (2019)