Miraei Ashtiani, S-H, Javanmardi, S., Jahanbanifard, M.m , Martynenko, A., Verbeek, FJ.(2021)
Detection of Mulberry Ripeness Stages Using Deep Learning Models.
IEEE Access 9, 100380-100394

Paulus, E., Burie, JC., Verbeek, FJ. (2021)
Binarization Strategy using Multiple Convolutional Autoencoder Network for Old Sundanese Manuscript Images.
Proceedings ICDAR 2021, Lausanne (September 2021), Springer LNCS Vol 129117.

Elmahdy, MS., Beljaards, L., Yousefi, S., Sokooti, H., Verbeek, FJ., van der Heide, UA., Staring, M.(2021)
Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer
IEEE Access, June 2021, Doi 10.1109/ACCESS.2021.3091011

Mast, D., de Vries, S.I., Broekens, J.D., Verbeek, F.J. (2021)
The Participant Journey Map: Understanding the Design of Interactive Augmented Play Spaces
Frontiers in Computer Science 3, 45

Polling, M., Li, C., Cao, L., Verbeek, F.J., de Weger, L., Belmonte, J., De Linares, C., Willemse, J., de Boer, H., Gravendeel, B. (2021)
Neural networks for increased accuracy of allergenic pollen monitoring.
Scientific Reports 11 (1), 1-10.

Pierson, J., Robinson, SC, Boddington, P., Chazerand, P., Kerr, A., Milan, S., Verbeek, FJ., Kutterer C., Nerantzi, E., Aconstantinesei IC (2021)
AI4People 2020: AI in Media and Technology Sector: Opportunities, Risks, Requirements and Recommendations
Atomium European Institute for Science, Media and Democracy.

Chen, Y., Verbeek, F.J., Wolstencroft, K.J. (2021)
Establishing A Consensus for the Hallmarks of Cancer based on Gene Ontology and Pathway Annotations.
BMC BioInformatics 2021, Vol. 22, Art#178

Javanmardi, S., Miraei Ashtiani, S-H, Verbeek, FJ., Martynenko, A. (2021)
Computer-vision classification of corn seed varieties using deep convolutional neural network.
Journal of Stored Products Research, Vol 92 (May 2021) doi.org/10.1016/j.jspr.2021.101800

Stork. L, Weber, W., van der Herik, H.J., Plaat, ,A., Verbeek, F.J., Wolstencroft K.J. (2021)
Large-scale zero-shot learning in the wild: Classifying zoological illustrations
Ecological Informatics Vol 62, (May 2021) doi.org/10.1016/j.ecoinf.2021.101222

Hu, W., van Steijn, L., Li, C., Verbeek, FJ., Cao, L., Merks, RMH., Spaink, HP (2021)
A novel function of TLR2 and MyD88 in the regulation of leukocyte cell migration behavior during wounding in zebrafish larvae.
Frontiers in Cell and Developmental Biology (February 2021) doi.org/10.3389/fcell.2021.624571.

Verbeek. FJ, Cao, L.(2021)
L-systems from 3D-imaging of phenotypes of arborized structures.
In: A Moasaic of Computational Topics: from Classical to Novel (Eds. M ter Beek et al.), pp 327–345, doi.org/0.3233/STAL200004

Wanbin Hu (2021)
The Function of Toll-like receptor 2 in Infection and Inflammation.
PhD Thesis, Leiden University (December 2021)

Leonie van Steijn (2021)
Insights from modeling metabolism and amoboid cell motility in the immune system.
PhD Thesis, Leiden University (July 2021)

Lise Stork (2021)
Knowledge Extraction from Archives of Natural History Collections.
PhD Thesis, Leiden University (July 2021)