Agnieszka Krzyzanowska

According to our database, Agnieszka Krzyzanowska authored at least 4 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Systematic Augmentation in HSV Space for Semantic Segmentation of Prostate Biopsies.

Filip Winzell, Ida Arvidsson, Niels Christian Overgaard, Kalle Åström, Felicia-Elena Marginean, Anders Bjartell, Agnieszka Krzyzanowska, Athanasios Simoulis, Anders Heyden

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

2020

Domain-adversarial neural network for improved generalization performance of Gleason grade classification.

Ida Arvidsson, Niels Christian Overgaard, Agnieszka Krzyzanowska, Felicia-Elena Marginean, Athanasios Simoulis, Anders Bjartell, Kalle Åström, Anders Heyden

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

2018

Generalization of prostate cancer classification for multiple sites using deep learning.

Ida Arvidsson, Niels Christian Overgaard, Felicia-Elena Marginean, Agnieszka Krzyzanowska, Anders Bjartell, Kalle Åström, Anders Heyden

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Automatic Gleason grading of H and E stained microscopic prostate images using deep convolutional neural networks.

Anna Gummeson, Ida Arvidsson, Mattias Ohlsson, Niels Christian Overgaard, Agnieszka Krzyzanowska, Anders Heyden, Anders Bjartell, Kalle Åström

Proceedings of the Medical Imaging 2017: Digital Pathology, 2017