Sofia Jarkman

Publications

2026

Sofia Jarkman, Martin Lindvall, Claes Lundström, Darren Treanor, Jeroen van der Laak (2026) Designing AI tools for Pathology: A mixed-method study on user interfacedesign for breast cancer lymph node metastases detection Intelligence-Based Medicine, Vol. 14, Article 100396 (Article in journal) https://dx.doi.org/10.1016/j.ibmed.2026.100396

2023

Stephan Dooper, Hans Pinckaers, Witali Aswolinskiy, Konnie Hebeda, Sofia Jarkman, Jeroen van der Laak, Geert Litjens, BIGPICTURE Consortium (2023) Gigapixel end-to-end training using streaming and attention Medical Image Analysis, Vol. 88, Article 102881 (Article in journal) https://dx.doi.org/10.1016/j.media.2023.102881

2022

Sofia Jarkman, Micael Karlberg, Milda Poceviciute, Anna Bodén, Peter Bandi, Geert Litjens, Claes Lundström, Darren Treanor, Jeroen van der Laak (2022) Generalization of Deep Learning in Digital Pathology: Experience in Breast Cancer Metastasis Detection Cancers, Vol. 14, Article 5424 (Article in journal) https://dx.doi.org/10.3390/cancers14215424

Milda Poceviciute, Gabriel Eilertsen, Sofia Jarkman, Claes Lundström (2022) Generalisation effects of predictive uncertainty estimation in deep learning for digital pathology Scientific Reports, Vol. 12, Article 8329 (Article in journal) https://dx.doi.org/10.1038/s41598-022-11826-0

2019

Sofia Jarkman, Martin Lindvall, Joel Hedlund, Darren Treanor, Claes Lundström, Jeroen van der Laak (2019) Axillary lymph nodes in breast cancer cases (Data set) https://dx.doi.org/10.23698/aida/brln