Histopathology analysis using Vision Transformers – Bc. Tomáš Repák
Bc. Tomáš Repák
Master's thesis
Histopathology analysis using Vision Transformers
Histopathology analysis using Vision Transformers
Abstract:
Histopathology is a field of research that analyzes biological tissue. To this day, human experts across the globe manually inspect and analyze samples of biological tissue. This work is of great importance, and as such, it is usually very time-consuming for the human expert. Since a few years ago, methods of Artificial Intelligence, namely convolutional neural networks, have been applied as a tool …moreAbstract:
Histopathology is a field of research that analyzes biological tissue. To this day, human experts across the globe manually inspect and analyze samples of biological tissue. This work is of great importance, and as such, it is usually very time-consuming for the human expert. Since a few years ago, methods of Artificial Intelligence, namely convolutional neural networks, have been applied as a tool …more
Language used: English
Date on which the thesis was submitted / produced: 16. 5. 2023
Identifier:
https://is.muni.cz/th/uzlg2/
Thesis defence
- Date of defence: 21. 6. 2023
- Supervisor: doc. RNDr. Tomáš Brázdil, Ph.D.
- Reader: doc. RNDr. David Svoboda, Ph.D.
Full text of thesis
Contents of on-line thesis archive
Published in Theses:- světu
Other ways of accessing the text
Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsMaster programme / field:
Artificial intelligence and data processing / Machine learning and artificial intelligence