| Siamese recurrent neural network with a self-attention mechanism for bioactivity prediction D Fernandez-Llaneza, S Ulander, D Gogishvili, E Nittinger, H Zhao, ... ACS omega 6 (16), 11086-11094, 2021 | 30 | 2021 |
| 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 | 20 | 2023 |
| 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 | 18 | 2022 |
| 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 | 18 | 2021 |
| 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 | 15 | 2022 |
| 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 | 12 | 2022 |
| 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 | 10 | 2023 |
| 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 | 6 | 2024 |
| 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 | 6 | 2021 |
| 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 | 4 | 2022 |
| The GFAP proteoform puzzle: How to advance GFAP as a fluid biomarker in neurological diseases D Gogishvili, MIJ Honey, IMW Verberk, L Vermunt, EM Hol, CE Teunissen, ... Journal of Neurochemistry 169 (1), e16226, 2025 | 3 | 2025 |
| 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 92 (5), 649-664, 2024 | 2 | 2024 |
| PatchProt: hydrophobic patch prediction using protein foundation models D Gogishvili, E Minois-Genin, J Van Eck, S Abeln Bioinformatics advances 4 (1), vbae154, 2024 | 1 | 2024 |
| Neurofilament Light Chain under the Lens of Structural Mass Spectrometry S Coppens, D Gogishvili, V Faustinelli, E Scollo, C Hopley, S Abeln, ... ACS Chemical Neuroscience, 2025 | | 2025 |
| Protein hide-and-seek: AI-driven exploration of dementia biomarkers D Gogishvili | | 2024 |