Concepedia

Derek van Tilborg

DV

Statistics

Publications

8

Citations

422

H-Index

8

Active since

2022

Affiliations

University Medical Center Utrecht(Current)

Eindhoven University of Technology

St. Petersburg Institute of Jewish Studies

Utrecht University

Derek van Tilborg is an author at University Medical Center Utrecht specializing in medicine, engineering, and computational biology.

Top concepts

MedicineEngineeringDeep LearningDrug DiscoverySystems BiologyMachine LearningDe Novo Drug DesignComputational BiologyData ScienceMolecular Biology

Publications per year

2022–2024

8

Publications

8

Exposing the Limitations of Molecular Machine Learning with Activity Cliffs

Derek van Tilborg, Alisa Alenicheva, Francesca Grisoni · Journal of Chemical Information and Modeling · 2022 · 210 citations · Full text

Machine learning-guided high throughput nanoparticle design

Ana Ortiz‐Perez, Derek van Tilborg, Roy van der Meel et al. · Digital Discovery · 2024 · 63 citations · Full text

Nanoparticles, Nanotherapeutics, High Content Imaging +21

PANDORA: A Fast, Anchor-Restrained Modelling Protocol for Peptide: MHC Complexes

Dario F. Marzella, Farzaneh M. Parizi, Derek van Tilborg et al. · Frontiers in Immunology · 2022 · 43 citations · Full text

Peptide Engineering, Immunology, Immunoediting +19

Deep learning for low-data drug discovery: Hurdles and opportunities

Derek van Tilborg, Helena Brinkmann, Emanuele Criscuolo et al. · Current Opinion in Structural Biology · 2024 · 43 citations · Full text

Drug Target, Engineering, Machine Learning +14

Traversing chemical space with active deep learning for low-data drug discovery

Derek van Tilborg, Francesca Grisoni · Nature Computational Science · 2024 · 24 citations

Medicinal Chemistry, Virtual Screening, Systems Biology +15

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