Niels Christian Overgaard

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2025
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
Mark Outcome prediction of prostate cancer patients on active surveillance using weakly supervised deep learning
Winzell, Filip ^LU ; Arvidsson, Ida ^LU ; Åström, Kalle ^LU ; Overgaard, Niels Christian ^LU ; Marginean, Felicia-Elena ^LU ; Simoulis, Athanasios ^LU ; Bjartell, Anders ^LU ; Krzyzanowska, Agnieszka ^LU and Heyden, Anders ^LU (2025) SPIE Medical Imaging 2025 13413.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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
2024
Mark Artificial intelligence for detection of prostate cancer in biopsies during active surveillance
Arvidsson, Ida ^LU ; Svanemur, Edvard ; Marginean, Felicia ^LU ; Simoulis, Athanasios ^LU ; Overgaard, Niels Christian ^LU ; Åström, Kalle ^LU ; Heyden, Anders ^LU ; Krzyzanowska, Agnieszka ^LU and Bjartell, Anders ^LU (2024) In BJU International 134(6). p.1001-1009
- Contribution to journal › Article
Mark Computing the Lipschitz Constant Needed for Fast Scene Recovery from CASSI Measurements
Overgaard, Niels Christian ^LU and Holst, Anders ^LU (2024) 18th European Conference on Computer Vision, ECCV 2024 In Lecture Notes in Computer Science 15120. p.339-353
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2023
Mark Deep learning prediction of quantitative coronary angiography values using myocardial perfusion images with a CZT camera
Arvidsson, Ida ^LU ; Davidsson, Anette ; Overgaard, Niels Christian ^LU ; Pagonis, Christos ; Åström, Kalle ^LU ; Good, Elin ; Frias-Rose, Jeronimo ; Heyden, Anders ^LU and Ochoa-Figueroa, Miguel (2023) In Journal of Nuclear Cardiology 30(1). p.116-126
- Contribution to journal › Article
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
Mark Systematic Augmentation in HSV Space for Semantic Segmentation of Prostate Biopsies
Winzell, Filip ^LU ; Arvidsson, Ida ^LU ; Overgaard, Niels Christian ^LU ; Åström, Kalle ^LU ; Marginean, Felicia-Elena ^LU ; Bjartell, Anders ^LU ; Krzyzanowska, Agnieszka ^LU ; Simoulis, Athanasios ^LU and Heyden, Anders ^LU (2023) 22nd Scandinavian Conference on Image Analysis, SCIA 2023 In Lecture Notes in Computer Science 13886. p.293-308
- 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
2021
Mark An Artificial Intelligence-based Support Tool for Automation and Standardisation of Gleason Grading in Prostate Biopsies
Marginean, Felicia ^LU ; Arvidsson, Ida ^LU ; Simoulis, Athanasios ^LU ; Christian Overgaard, Niels ^LU ; Åström, Kalle ^LU ; Heyden, Anders ^LU ; Bjartell, Anders ^LU and Krzyzanowska, Agnieszka ^LU (2021) In European Urology Focus 7(5). p.995-1001
- Contribution to journal › Article

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