Jennie Karlsson

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2025
Mark Breast cancer classification in point-of-care ultrasound imaging—the impact of training data
Karlsson, Jennie ^LU ; Arvidsson, Ida ^LU ; Sahlin, Freja ; Åström, Kalle ^LU ; Overgaard, Niels Christian ^LU ; Lång, Kristina ^LU and Heyden, Anders ^LU (2025) In Journal of Medical Imaging 12(1). p.1-16
- Contribution to journal › Article
Mark Trustworthiness for Deep Learning Based Breast Cancer Detection Using Point-of-Care Ultrasound Imaging in Low-Resource Settings
Wodrich, Marisa ^LU ; Karlsson, Jennie ^LU ; Lång, Kristina ^LU and Arvidsson, Ida ^LU (2025) 1st MICCAI Meets Africa Workshop, MImA 2024 and 1st MICCAI Student Board Workshop on Empowering Medical Information Computing and Research through Early-Career Expertise, EMERGE 2024, Held in Conjunction with MICCAI 2024 In Communications in Computer and Information Science 2240. p.42-51
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Towards Out-of-Distribution Detection for Breast Cancer Classification in Point-of-Care Ultrasound Imaging
Karlsson, Jennie ^LU ; Wodrich, Marisa ^LU ; Overgaard, Niels Christian ^LU ; Sahlin, Freja ; Lång, Kristina ^LU ; Heyden, Anders ^LU and Arvidsson, Ida ^LU (2025) 27th International Conference on Pattern Recognition, ICPR 2024 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 15313 LNCS. p.49-63
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2024
Mark Deep Learning for Breast Cancer Detection in Ultrasound Imaging : Classification, Managing Data Scarcity and Detecting Out-of-Distribution Samples
Karlsson, Jennie ^LU (2024) In Licentiate theses in mathematical sciences 2024(2).
- Thesis › Licentiate thesis
2023
Mark Classification of point-of-care ultrasound in breast imaging using deep learning
Karlsson, Jennie ^LU ; Arvidsson, Ida ^LU ; Sahlin, Freja ; Åström, Kalle ^LU ; Overgaard, Niels Christian ^LU ; Lång, Kristina ^LU and Heyden, Anders ^LU (2023) SPIE Medical Imaging 2023 In Proceedings of SPIE 12465.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2022
Mark Machine learning algorithm for classification of breast ultrasound images
Karlsson, Jennie ^LU ; Ramkull, Jennifer ; Arvidsson, Ida ^LU ; Heyden, Anders ^LU ; Åström, Kalle ^LU ; Overgaard, Niels Christian ^LU and Lång, Kristina ^LU (2022) SPIE Medical Imaging 2022: 12033.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding