Ms. Kristijana Hertl Profile

Kristijana Hertl

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Publications (2)

Proceedings Article | 29 May 2024 Paper

Longitudinal interpretability of deep learning-based breast cancer risk prediction model: comparison of different attribution methods

Zan Klanecek, Yao-Kuan Wang, Tobias Wagner, Lesley Cockmartin, Nicholas Marshall, Brayden Schott, Ali Deatsch, Andrej Studen, Kristijana Hertl, Katja Jarm, Mateja Krajc, Miloš Vrhovec, Hilde Bosmans, Robert Jeraj

Proceedings Volume 13174, 131741W (2024) https://doi.org/10.1117/12.3025858

KEYWORDS: Cancer, Breast, Breast cancer, Mammography, Cancer detection, Deep learning, Medical physics, Visualization, Risk assessment, Digital mammography

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Proceedings Article | 4 April 2022 Poster + Paper

A study on the impact of parameter settings on the biological reproducibility and sensitivity of extracted radiomic features from full field digital mammography images

Z. Klanecek, T. Wagner, Y. K. Wang, L. Cockmartin, K. Hertl, K. Jarm, M. Krajc, N. W. Marshall, A. Studen, M. Vrhovec, H. Bosmans, R. Jeraj

Proceedings Volume 12031, 120311S (2022) https://doi.org/10.1117/12.2611056

KEYWORDS: Breast, Feature extraction, Breast cancer, Biological research, Mammography, Digital mammography, Reliability, X-ray detectors, Oncology

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