Research Articles

1. Mano, T., Tsaridis, K., Kojima, Y., Masucci, G. D., Dinh, T. T. V., Tong, R., Glykos, V., Dolezalova, L., Asada, K., Shumkova, D., Rogers, L. S., Hamon, M., Santon, M., Hiroi, M., Iglesias, T. L., Bellono, N. W., How, M. J., Goda, Y., Meshulam, L., & Reiter, S. (2026). Hierarchical processing and polarization encoding in the cephalopod visual system. bioRxiv. https://doi.org/10.64898/2026.01.08.698312

Conference Papers and Abstracts

1. Shumkova, D., Jiang, X., Price, N., & Wong, Y. T. (2026). Improving cortical visual prostheses: Current steering enables selective neuronal activation [Oral presentation]. Australasian Bioelectronics, Neurosensing and Neuromodulation Symposium (ABNNS 2026), UNSW Sydney.
2. Shumkova, D. (2025). Improving stimulation methods in cortical visual prosthesis [Conference poster presentation]. Presented at the Computational Interaction Summer School 2025, organized by Institut des Systèmes Intelligents et de Robotique.
3. Shumkova, D., & Pananceau, M. (2023). Cortico-claustral interplay in the control of brain states [Conference oral presentation]. EUGLOH Summer School in Neuroscience: From Neural Stem Cells to Artificial Intelligence in Neuroscience, Paris-Saclay University.
4. Shumkova, D., VanderBroeck, L. W. A. J., Hassan, A., Renne, I. W. S., Pereira Bourlios, K., Baggerman, K., Daanen, A. S., Speldenbrink, J. B., Moharam, H. E., Beuque, M. P. L., Keek, S., & Woodruff, H. C. A. (2022). Prediction of tumour primary site based on brain metastases using deep learning. In Book of Abstracts of the 29th ISCOMS (International Student Congress of (bio)Medical Sciences). https://iscoms.com/wp-content/uploads/2022/06/BoA-2022-definitief-af-7-juni-2022.pdf
5. Shumkova, D., & Ehrhart, F. (2022). Converging pathways and risk genes in 2q copy number variation syndromes associated with neuropathologies. In Book of Abstracts of the Dutch Bioinformatics & Systems Biology Conference (BioSB 2022). https://bit.ly/BioSB2022
6. Shumkova, D., & van Ooijen, P. (2022). Lung nodule mask extraction using CT scans from the LIDC-IDRI dataset [Conference oral presentation]. ISCOMS Research Fellowship Program.
7. Passariello-Jansen, J., Thielecke, E., Rubina, M., Granston, L., Björnör, S., Bonni, S., van de Schoot, M., Shumkova, D., Sébert, C., Robeerts, L., Markus, L., Haikarainen, R., Kosta, R., Heidt, B., & Steen Redeker, E. (2020). Creation of the siRNA insecticide against an invasive oak caterpillar [Conference oral presentation]. iGEM Grand Jamboree.

Theses

1. Shumkova, D. (2022). Converging pathways and risk genes in 2q copy number variation syndromes associated with neuropathologies (Bachelor’s thesis, Maastricht University, Faculty of Health, Medicine and Life Sciences). Supervisor: F. Ehrhart, Department of Bioinformatics.
2. Shumkova, D. (2024). Decoding attention trajectories from MEG data (Master’s thesis, Université Paris-Saclay, Master’s Program in Computational Neurosciences and Neuroengineering). Research project conducted at the Institute of Cognitive Sciences Marc Jeannerod under the supervision of S. Ben Hamed and M. Bonnefond.