Maria‐Anna Trapotsi
AstraZeneca (United Kingdom)(GB)
Publications by Year
Research Areas
Computational Drug Discovery Methods, Cell Image Analysis Techniques, Chromosomal and Genetic Variations, Metabolomics and Mass Spectrometry Studies, Protein Structure and Dynamics
Most-Cited Works
- → Integrating cell morphology with gene expression and chemical structure to aid mitochondrial toxicity detection(2022)91 cited
- → Computational analyses of mechanism of action (MoA): data, methods and integration(2021)74 cited
- → Cell Painting: a decade of discovery and innovation in cellular imaging(2024)67 cited
- → Comparison of Chemical Structure and Cell Morphology Information for Multitask Bioactivity Predictions(2021)50 cited
- → Cell Morphological Profiling Enables High-Throughput Screening for PROteolysis TArgeting Chimera (PROTAC) Phenotypic Signature(2022)46 cited
- → Unistrand piRNA clusters are an evolutionarily conserved mechanism to suppress endogenous retroviruses across the Drosophila genus(2023)36 cited
- → Merging bioactivity predictions from cell morphology and chemical fingerprint models using similarity to training data(2023)32 cited
- → A community effort to optimize sequence-based deep learning models of gene regulation(2024)26 cited
- → A Decade in a Systematic Review: The Evolution and Impact of Cell Painting(2024)22 cited
- → Probabilistic Random Forest improves bioactivity predictions close to the classification threshold by taking into account experimental uncertainty(2021)19 cited