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Michael Heinzinger

helmholtz association

30H-index
87Paper Count
6.1KCitation Count
Published Papers 20
Publication Date
Protein structure-informed bacteriophage genome annotation with Phold
err2026-01-13
err7
PREAI
errBouras, George; Grigson, Susanna R.; Mirdita, Milot; Heinzinger, Michael; Papudeshi, Bhavya; Mallawaarachchi, Vijini; Green, Renee; Kim, Rachel Seongeun; Mihalia, Victor; Psaltis, Alkis James; Wormald, Peter-John; Vreugde, Sarah; Steinegger, Martin; Edwards, Robert A.
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Teaching AI to speak protein
err2025-04-01
err0
errOAAI
errHeinzinger, Michael; Rost, Burkhard
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Bilingual language model for protein sequence and structure
err2024-11-15
err12
errOAAI
errHeinzinger, Michael; Weissenow, Konstantin; Sanchez, Joaquin Gomez; Henkel, Adrian; Mirdita, Milot; Steinegger, Martin; Rost, Burkhard
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Fine-tuning protein language models boosts predictions across diverse tasks
err2024-08-28
err2
errOAAI
errSchmirler, Robert; Heinzinger, Michael; Rost, Burkhard
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Protein embeddings predict binding residues in disordered regions
err2024-06-12
err7
errOAAI
errJahn, Laura R.; Marquet, Celine; Heinzinger, Michael; Rost, Burkhard
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Domain loss enabled evolution of novel functions in the snake three-finger toxin gene superfamily
err2023-08-11
err8
errOAAI
errKoludarov, Ivan; Senoner, Tobias; Jackson, Timothy N. W.; Dashevsky, Daniel; Heinzinger, Michael; Aird, Steven D.; Rost, Burkhard
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Novel machine learning approaches revolutionize protein knowledge
err2023-04-01
err34
errOAAI
errBordin, Nicola; Dallago, Christian; Heinzinger, Michael; Kim, Stephanie; Littmann, Maria; Rauer, Clemens; Steinegger, Martin; Rost, Burkhard; Orengo, Christine
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AlphaFold2 reveals commonalities and novelties in protein structure space for 21 model organisms
err2023-02-08
err38
errOAAI
errBordin, Nicola; Sillitoe, Ian; Nallapareddy, Vamsi; Rauer, Clemens; Lam, Su Datt; Waman, Vaishali P.; Sen, Neeladri; Heinzinger, Michael; Littmann, Maria; Kim, Stephanie; Velankar, Sameer; Steinegger, Martin; Rost, Burkhard; Orengo, Christine
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Improving protein succinylation sites prediction using embeddings from protein language model
err2022-10-08
err30
errOAAI
errPokharel, Suresh; Pratyush, Pawel; Heinzinger, Michael; Newman, Robert H.; Dukka, B. K. C.
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Contrastive learning on protein embeddings enlightens midnight zone
err2022-06-11
err45
errOAAI
errHeinzinger, Michael; Littmann, Maria; Sillitoe, Ian; Bordin, Nicola; Orengo, Christine; Rost, Burkhard
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The identification of microplastics based on vibrational spectroscopy data- A critical review of data analysis routines
err2022-03-01
err21
PREAI
errWeisser, Jana; Pohl, Teresa; Heinzinger, Michael; Ivleva, Natalia P.; Hofmann, Thomas; Glas, Karl
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Embeddings from protein language models predict conservation and variant effects
err2021-12-30
err78
errOAAI
errMarquet, Celine; Heinzinger, Michael; Olenyi, Tobias; Dallago, Christian; Erckert, Kyra; Bernhofer, Michael; Nechaev, Dmitrii; Rost, Burkhard
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Protein embeddings and deep learning predict binding residues for various ligand classes
err2021-12-13
err66
errOAAI
errLittmann, Maria; Heinzinger, Michael; Dallago, Christian; Weissenow, Konstantin; Rost, Burkhard
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Protein matchmaking through representation learning
err2021-10-01
err0
errOAAI
errHeinzinger, Michael; Dallago, Christian; Rost, Burkhard
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PredictProtein - Predicting Protein Structure and Function for 29 Years
err2021-05-17
err160
errOAAI
errBernhofer, Michael; Dallago, Christian; Karl, Tim; Satagopam, Venkata; Heinzinger, Michael; Littmann, Maria; Olenyi, Tobias; Qiu, Jiajun; Schuetze, Konstantin; Yachdav, Guy; Ashkenazy, Haim; Ben-Tal, Nir; Bromberg, Yana; Goldberg, Tatyana; Kajan, Laszlo; O'Donoghue, Sean; Sander, Chris; Schafferhans, Andrea; Schlessinger, Avner; Vriend, Gerrit; Mirdita, Milot; Gawron, Piotr; Gu, Wei; Jarosz, Yohan; Trefois, Christophe; Steinegger, Martin; Schneider, Reinhard; Rost, Burkhard
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Embeddings from deep learning transfer GO annotations beyond homology
err2021-01-13
err83
errOAAI
errLittmann, Maria; Heinzinger, Michael; Dallago, Christian; Olenyi, Tobias; Rost, Burkhard
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Mutations in transmembrane proteins: diseases, evolutionary insights, prediction and comparison with globular proteins
err2020-07-16
err10
PREAI
errZaucha, Jan; Heinzinger, Michael; Kulandaisamy, A.; Kataka, Evans; Salvador, Oscar Llorian; Popov, Petr; Rost, Burkhard; Gromiha, M. Michael; Zhorov, Boris S.; Frishman, Dmitrij
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Family-specific analysis of variant pathogenicity prediction tools
err2020-02-28
err9
errOAAI
errZaucha, Jan; Heinzinger, Michael; Tarnovskaya, Svetlana; Rost, Burkhard; Frishman, Dmitrij
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Dark Proteins Important for Cellular Function
err2018-11-19
err5
PREAI
errSchafferhans, Andrea; O'Donoghue, Sean I.; Heinzinger, Michael; Rost, Burkhard
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