Lina Humbeck

According to our database, Lina Humbeck authored at least 6 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information.

Wouter Heyndrickx, Lewis H. Mervin, Tobias Morawietz, Noé Sturm, Lukas Friedrich, Adam Zalewski, Anastasia Pentina, Lina Humbeck, Martijn Oldenhof, Ritsuya Niwayama, Peter Schmidtke, Nikolas Fechner, Jaak Simm, Adam Arany, Nicolas Drizard, Rama Jabal, Arina Afanasyeva, Regis Loeb, Shlok Verma, Simon Harnqvist, Matthew Holmes, Balazs Pejo, Maria Telenczuk, Nicholas Holway, Arne Dieckmann, Nicola Rieke, Friederike Zumsande, Djork-Arné Clevert, Michael Krug, Christopher N. Luscombe, Darren V. S. Green, Peter Ertl, Peter Antal, David Marcus, Nicolas Do Huu, Hideyoshi Fuji, Stephen D. Pickett, Gergely Ács, Eric Boniface, Bernd Beck, Yax Sun, Arnaud Gohier, Friedrich Rippmann, Ola Engkvist, Andreas H. Göller, Yves Moreau, Mathieu N. Galtier, Ansgar Schuffenhauer, Hugo Ceulemans

J. Chem. Inf. Model., 2024

2022

Graph-Based Methods for Rational Drug Design.

Andre Droschinsky, Lina Humbeck, Oliver Koch, Nils M. Kriege, Petra Mutzel, Till Schäfer

Proceedings of the Algorithms for Big Data - DFG Priority Program 1736, 2022

2021

Splitting chemical structure data sets for federated privacy-preserving machine learning.

Jaak Simm, Lina Humbeck, Adam Zalewski, Noé Sturm, Wouter Heyndrickx, Yves Moreau, Bernd Beck, Ansgar Schuffenhauer

J. Cheminformatics, 2021

2019

Chemical Similarity and Substructure Searches.

Oliver Koch, Nils M. Kriege, Lina Humbeck

Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 2, 2019

2018

A novel interaction fingerprint derived from per atom score contributions: exhaustive evaluation of interaction fingerprint performance in docking based virtual screening.

Julia B. Jasper, Lina Humbeck, Tobias Brinkjost, Oliver Koch

J. Cheminformatics, 2018

2017

Scaffold Hunter: a comprehensive visual analytics framework for drug discovery.

Till Schäfer, Nils M. Kriege, Lina Humbeck, Karsten Klein, Oliver Koch, Petra Mutzel

J. Cheminformatics, 2017