Author

John M. Heumann

University of Colorado BoulderORCID 0000-0001-6751-3028Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Anna PrzybyłowskaiD· 1 shared Dariusz BrzezińskiiD· 1 shared Jacek KarolczakiD· 1 shared Konrad SzewczykiD· 1 shared Michael H. B. StowelliD· 1 shared Michał NowickiiD· 1 shared Witold TaisneriD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Anna PrzybyłowskaORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedDec 17, 2024

Ligand Identification in CryoEM and X-ray Maps Using Deep Learning

Jacek Karolczak, Anna Przybyłowska, Konrad Szewczyk…·Dariusz Brzeziński

The paper introduces a deep learning method for ligand identification in cryoEM and X-ray density maps, showing it performs as well as existing methods for X-ray data and can be applied to cryoEM data.

7 citations

protein structuredeep learning

𝕏 PostBluesky