Dea Gogishvili

Methods to Discover and Validate Biofluid-Based Biomarkers in Neurodegenerative Dementias

Charlotte E. Teunissen, Leighann Kimble, Sherif Bayoumy et al. · Molecular & Cellular Proteomics · 2023 · 45 citations · Full text

Siamese Recurrent Neural Network with a Self-Attention Mechanism for Bioactivity Prediction

Daniel Fernández-Llaneza, Silas Ulander, Dea Gogishvili et al. · ACS Omega · 2021 · 37 citations · Full text

Few-shot Learning, Convolutional Neural Network, Multiple Instance Learning +16

Discovery of novel CSF biomarkers to predict progression in dementia using machine learning

Dea Gogishvili, Eleonora M. Vromen, Sascha Koppes-den Hertog et al. · Scientific Reports · 2023 · 20 citations · Full text

Nonadditivity in public and inhouse data: implications for drug design

Dea Gogishvili, Eva Nittinger, Christian Margreitter et al. · Journal of Cheminformatics · 2021 · 19 citations · Full text

Multi-Omics Interdisciplinary Research Integration to Accelerate Dementia Biomarker Development (MIRIADE)

Ekaterina Mavrina, Leighann Kimble, Katharina Waury et al. · Frontiers in Neurology · 2022 · 18 citations · Full text

Engineering, Neurochemical Biomarkers, Biomarker Development Process +22