Project information
Machine Learning in Nanomaterial Biocompatibility Assessment
(MILAN)
- Project Identification
- MUNI/G/1125/2022
- Project Period
- 5/2023 - 12/2025
- Investor / Pogramme / Project type
-
Masaryk University
- Grant Agency of Masaryk University
- INTERDISCIPLINARY - Interdisciplinary research projects
- MU Faculty or unit
- Faculty of Medicine
- Other MU Faculty/Unit
- Faculty of Science
- Other MU Faculty/Unit
- Central European Institute of Technology
Cooperation at the level of evaluation of changes in cellular behaviour with respect to their interaction with the environment can be evaluated multiparametrically, from the point of view of the quality of the composition of cellular compartments and at the same time the evaluation of the resulting parameters through a mathematical approach. This project will bring new insight into the field of nanotechnology and nanotoxicology, with the use of newly introduced AFM as a destructive tool for determining cytotoxicity based on influencing the membrane by various treatments. The delivered and implemented mathematical models will support the objectivity of the processed results and make it possible to incorporate a smart evaluation based on artificial intelligence in real time of the actual measurements.
Sustainable Development Goals
Masaryk University is committed to the UN Sustainable Development Goals, which aim to improve the conditions and quality of life on our planet by 2030.
Publications
Total number of publications: 1
2024
-
Destructive nanoindentation techniques to study biological membranes
Proceedings 15th International Conference on Nanomaterials - Research & Application, year: 2024