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Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Derek van Tilborg is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Deep learning for low-data drug discovery: Hurdles and opportunities
van Tilborg, D., Brinkmann, H., Criscuolo, E., Rossen, L., Özçelik, R. & Grisoni, F. (Corresponding author), Jun 2024, In: Current Opinion in Structural Biology. 86, 9 p., 102818.Research output: Contribution to journal › Review article › peer-review
Open AccessFile9 Citations (Scopus)95 Downloads (Pure) -
Machine learning-guided high throughput nanoparticle design
Ortiz-Perez, A., van Tilborg, D., van der Meel, R., Grisoni, F. (Corresponding author) & Albertazzi, L. (Corresponding author), 1 Jul 2024, In: Digital Discovery. 3, 7, p. 1280-1291 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile11 Citations (Scopus)40 Downloads (Pure) -
Traversing chemical space with active deep learning for low-data drug discovery
van Tilborg, D. & Grisoni, F. (Corresponding author), Oct 2024, In: Nature Computational Science. 4, 10, p. 786-796 11 p.Research output: Contribution to journal › Article › Academic › peer-review
3 Citations (Scopus) -
Structure-Based Drug Discovery with Deep Learning**
Özçelik, R., van Tilborg, D., Jiménez-Luna, J. & Grisoni, F. (Corresponding author), 3 Jul 2023, In: ChemBioChem. 24, 13, 13 p., e202200776.Research output: Contribution to journal › Review article › peer-review
Open AccessFile22 Citations (Scopus)63 Downloads (Pure) -
Exposing the Limitations of Molecular Machine Learning with Activity Cliffs
van Tilborg, D., Alenicheva, A. & Grisoni, F. (Corresponding author), 1 Dec 2022, In: Journal of Chemical Information and Modeling. 62, 23, p. 5938-5951 14 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile99 Citations (Scopus)352 Downloads (Pure)
Datasets
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Traversing Chemical Space with Active Deep Learning: A Computational Framework for Low-data Drug Discovery
van Tilborg, D. (Creator) & Grisoni, F. (Creator), Zenodo, 23 Nov 2023
DOI: 10.5281/zenodo.10781477, https://zenodo.org/records/10781477
Dataset
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Machine learning-guided high throughput nanoparticle design
Ortiz-Perez, A. (Creator), van Tilborg, D. (Creator), van der Meel, R. (Creator), Grisoni, F. (Creator) & Albertazzi, L. (Creator), Zenodo, 28 Aug 2023
DOI: 10.5281/zenodo.8289605, https://zenodo.org/records/8289605
Dataset
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Traversing Chemical Space with Active Deep Learning for Low-data Drug Discovery
van Tilborg, D. (Contributor) & Grisoni, F. (Contributor), Zenodo, 18 Aug 2024
DOI: 10.5281/zenodo.13337372, https://zenodo.org/records/13337372
Dataset