Concepedia

Michael Heinzinger

MH

Statistics

Publications

47

Citations

5.9K

H-Index

29

Active since

2018

Affiliations

Technical University of Munich(Current)

Institute for Advanced Study

Seoul National University

Weihenstephan-Triesdorf University of Applied Sciences

Columbia University

Michael Heinzinger is an author at Technical University of Munich specializing in bioinformatics, life sciences, and computational biology.

ORCID

Publications per year

2018–2025

47

Publications

47

ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning

Ahmed Elnaggar, Michael Heinzinger, Christian Dallago et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 2.3K citations · Full text

, , +15

Modeling aspects of the language of life through transfer-learning protein sequences

Michael Heinzinger, Ahmed Elnaggar, Yu Wang et al. · BMC Bioinformatics · 2019 · 636 citations · Full text

, , +14

PredictProtein - Predicting Protein Structure and Function for 29 Years

Michael Bernhofer, Christian Dallago, Tim Karl et al. · Nucleic Acids Research · 2021 · 264 citations · Full text

, , +14

Embeddings from deep learning transfer GO annotations beyond homology

Maria Littmann, Michael Heinzinger, Christian Dallago et al. · Scientific Reports · 2021 · 207 citations · Full text

, , +9

Bilingual language model for protein sequence and structure

Michael Heinzinger, Joaquín Gómez Sánchez, Adrian Henkel et al. · NAR Genomics and Bioinformatics · 2024 · 207 citations · Full text

, , +6

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