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Dea Gogishvili
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Siamese recurrent neural network with a self-attention mechanism for bioactivity prediction
D Fernández-Llaneza, S Ulander, D Gogishvili, E Nittinger, H Zhao, ...
ACS omega 6 (16), 11086-11094, 2021
182021
Nonadditivity in public and inhouse data: implications for drug design
D Gogishvili, E Nittinger, C Margreitter, C Tyrchan
Journal of cheminformatics 13, 1-18, 2021
132021
Multi-omics interdisciplinary research integration to accelerate dementia biomarker development (MIRIADE)
E Mavrina, L Kimble, K Waury, D Gogishvili, N Gómez de San José, S Das, ...
Frontiers in Neurology 13, 890638, 2022
112022
How sticky are our proteins? Quantifying hydrophobicity of the human proteome
JHM van Gils, D Gogishvili, J van Eck, R Bouwmeester, E van Dijk, ...
Bioinformatics advances 2 (1), vbac002, 2022
92022
Methods to discover and validate biofluid-based biomarkers in neurodegenerative dementias
CE Teunissen, L Kimble, S Bayoumy, K Bolsewig, F Burtscher, ...
Molecular & Cellular Proteomics 22 (10), 2023
72023
Ten quick tips for sequence-based prediction of protein properties using machine learning
Q Hou, K Waury, D Gogishvili, KA Feenstra
PLOS Computational Biology 18 (12), e1010669, 2022
72022
Computational and Data-Driven Chemistry Using Artificial Intelligence: Fundamentals, Methods and Applications
T Akitsu
Elsevier, 2021
52021
Discovery of novel CSF biomarkers to predict progression in dementia using machine learning
D Gogishvili, EM Vromen, S Koppes-den Hertog, AW Lemstra, ...
Scientific reports 13 (1), 6531, 2023
42023
Identification of a Bromodomain‐like Region in 15‐Lipoxygenase‐1 Explains Its Nuclear Localization
D Chen, Z Xiao, H Guo, D Gogishvili, R Setroikromo, PE van der Wouden, ...
Angewandte Chemie International Edition 60 (40), 21875-21883, 2021
42021
Approaches using AI in medicinal chemistry
C Tyrchan, E Nittinger, D Gogishvili, A Patronov, T Kogej
Computational and data-driven chemistry using artificial intelligence, 111-159, 2022
32022
Proteome encoded determinants of protein sorting into extracellular vesicles
K Waury, D Gogishvili, R Nieuwland, M Chatterjee, CE Teunissen, ...
Journal of Extracellular Biology 3 (1), e120, 2024
22024
Structural flexibility and heterogeneity of recombinant human glial fibrillary acidic protein (GFAP)
D Gogishvili, E Illes‐Toth, MJ Harris, C Hopley, CE Teunissen, S Abeln
Proteins: Structure, Function, and Bioinformatics, 2023
2023
Structure Alignment
O Ivanova, J Gavaldá-Garciá, D Gogishvili, I Houtkamp, R Bouwmeester, ...
arXiv preprint arXiv:2307.02170, 2023
2023
Introduction to Structural Bioinformatics
KAFS Abeln
arXiv preprint arXiv:1801.09442, 2018
2018
Inhibition and Detection: Novel 15-Lipoxygenase-1 Inhibitor and Activity-Based Probe
H Guo, D Gogishvili, Z Xiao, C Deng, R van Merkerk, WJ Quax, FJ Dekker
Development of Novel Molecules to Study Lipoxygenase Activity in Its …, 0
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Articles 1–15