The next seminar will be held on the 26th of September 2023 (Online, Zoom) and will feature:
Deep Learning Applications for Histological Image Analysis – Matej Halinkovic, Vision and Graphics Group, Institute of Computer Engineering and Applied Informatics, Slovak University of Technology.
Analysis of structures contained in tissue samples and the relevant contextual information is of utmost importance to histopathologists during diagnosis. Our work primarily focuses on histological tissue samples and helping pathologists with the analysis of cardiac biopsies. We propose a method that provides supporting information in the form of structure segmentation to histopathologists while simulating their workflows. The proposed method utilizes semantic nuclei maps in addition to hierarchical image input for the semantic segmentation of blood vessels, inflammation, and endocardium in heart tissue. We demonstrate that the decision process of the deep learning model utilizes the supporting information correctly through custom-designed attention modules.
This is an online event, you can join here:
https://zoom.us/j/99050467573?pwd=UE5OdFdTSFdZeUtIcU1DbXpmdlNGZz09
Meeting ID: 990 5046 7573 and Passcode: 617729