Disputation von Esther Dietrich am 29.03.2023, 13:00 Uhr

29. März 2023, von Reinhard Zierke

Einladung zur hochschulöffentlichen Disputation im Rahmen des Promotionsverfahrens von Esther Dietrich

Titel der Dissertation: Deep learning-based discrete-time survival prediction on prostate cancer histopathology images

This thesis introduces a novel neural network architecture for predicting relapse-free survival curves using prostate cancer histopathology images as input. The proposed model employs state-of-the-art deep learning techniques, and experimental results demonstrate that it reaches a predictive performance similar to a pathologist. Furthermore, a combination of out-of-distribution detection and color transfer is proposed to make the model more robust to differences in the data acquisition protocol.

Datum und Uhrzeit: Mittwoch, 29. März 2023 um 13:00 Uhr
Ort: Videokonferenz
Betreuer: Prof. Dr. H. Siegfried Stiehl, Prof. Dr. Stefan Bonn

Prof. Dr. Matthias Rarey
Vorsitzender des Fachpromotionsausschusses Informatik