Zuzanna Szafranowska

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Diffusion Models

Cancer Classification

Cardiac Imaging

Top Venues

Medical Image Anal.

Publications

Richard Osuala, Daniel M. Lang, Anneliese Riess, Georgios Kaissis, Zuzanna Szafranowska, Grzegorz Skorupko, Oliver Díaz, Julia A. Schnabel, Karim Lekadir
Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data. CoRR (2024)
Grzegorz Skorupko, Richard Osuala, Zuzanna Szafranowska, Kaisar Kushibar, Nay Aung, Steffen E. Petersen, Karim Lekadir, Polyxeni Gkontra
Debiasing Cardiac Imaging with Controlled Latent Diffusion Models. CoRR (2024)
Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging. Medical Image Anal. 84 (2023)
Zuzanna Szafranowska, Richard Osuala, Bennet Breier, Kaisar Kushibar, Karim Lekadir, Oliver Díaz
Sharing Generative Models Instead of Private Data: A Simulation Study on Mammography Patch Classification. CoRR (2022)
Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir
A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions. CoRR (2021)