Weronika Hryniewska-Guzik

According to our database, Weronika Hryniewska-Guzik authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble Techniques.

Weronika Hryniewska-Guzik, Bartosz Sawicki, Przemyslaw Biecek

CoRR, 2024

2023

Multi-task learning for classification, segmentation, reconstruction, and detection on chest CT scans.

Weronika Hryniewska-Guzik, Maria Kedzierska, Przemyslaw Biecek

CoRR, 2023

Prevention is better than cure: a case study of the abnormalities detection in the chest.

Weronika Hryniewska, Piotr Czarnecki, Jakub Wisniewski, Przemyslaw Bombinski, Przemyslaw Biecek

CoRR, 2023

Challenges facing the explainability of age prediction models: case study for two modalities.

Mikolaj Spytek, Weronika Hryniewska-Guzik, Jaroslaw Zygierewicz, Jacek Rogala, Przemyslaw Biecek

CoRR, 2023

2021

Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies.

Weronika Hryniewska, Przemyslaw Bombinski, Patryk Szatkowski, Paulina Tomaszewska, Artur Przelaskowski, Przemyslaw Biecek

Pattern Recognit., 2021

LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanations.

Weronika Hryniewska, Adrianna Grudzien, Przemyslaw Biecek

CoRR, 2021

2020

Do not repeat these mistakes - a critical appraisal of applications of explainable artificial intelligence for image based COVID-19 detection.

Weronika Hryniewska, Przemyslaw Bombinski, Patryk Szatkowski, Paulina Tomaszewska, Artur Przelaskowski, Przemyslaw Biecek

CoRR, 2020