Anders Heyden

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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 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 Comparing a pre-defined versus deep learning approach for extracting brain atrophy patterns to predict cognitive decline due to Alzheimer’s disease in patients with mild cognitive symptoms
Arvidsson, Ida ^LU ; Strandberg, Olof ^LU ; Palmqvist, Sebastian ^LU ; Stomrud, Erik ^LU ; Cullen, Nicholas ^LU ; Janelidze, Shorena ^LU ; Tideman, Pontus ^LU ; Heyden, Anders ^LU ; Åström, Karl ^LU and Hansson, Oskar ^LU , et al. (2024) In Alzheimer's Research and Therapy 16(1).
- Contribution to journal › Article
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 Fast Relative Pose Estimation using Relative Depth
Astermark, Jonathan ^LU ; Ding, Yaqing ^LU ; Larsson, Viktor ^LU and Heyden, Anders ^LU (2024) 11th International Conference on 3D Vision, 3DV 2024 In Proceedings - 2024 International Conference on 3D Vision, 3DV 2024 p.873-881
- 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 Detailed 3D human body reconstruction from multi-view images combining voxel super-resolution and learned implicit representation
Li, Zhongguo ^LU ; Oskarsson, Magnus ^LU and Heyden, Anders ^LU (2022) In Applied Intelligence 52(6). p.6739-6759
- Contribution to journal › Article
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

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