Concepedia

Michael Heinzinger

MH

44

Publications

5.3K

Citations

27

H-Index

2018

Active since

Affiliations

Technical University of Munich(Current)

Institute for Advanced Study

Weihenstephan-Triesdorf University of Applied Sciences

Seoul National University

Columbia University

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

ORCID

Top concepts

Publications per year

2018–2025

44

Publications

44

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 · 2K citations · Full text

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

Michael Heinzinger, Ahmed Elnaggar, Yu Wang et al. · BMC Bioinformatics · 2019 · 603 citations · Full text

PredictProtein - Predicting Protein Structure and Function for 29 Years

Michael Bernhofer, Christian Dallago, Tim Karl et al. · Nucleic Acids Research · 2021 · 258 citations · Full text

Embeddings from deep learning transfer GO annotations beyond homology

Maria Littmann, Michael Heinzinger, Christian Dallago et al. · Scientific Reports · 2021 · 200 citations · Full text

Bilingual language model for protein sequence and structure

Michael Heinzinger, Joaquín Gómez Sánchez, Adrian Henkel et al. · NAR Genomics and Bioinformatics · 2024 · 166 citations · Full text

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