Anders Heyden
- Mathematics (Faculty of Engineering)
- Engineering Mathematics (M.Sc.Eng.)
- Mathematical Imaging Group
- Centre for Mathematical Sciences
- eSSENCE: The e-Science Collaboration
- ELLIIT: the Linköping-Lund initiative on IT and mobile communication
- LTH Profile Area: Engineering Health
- LTH Profile Area: AI and Digitalization
- LU Profile Area: Natural and Artificial Cognition
- LU Profile Area: Proactive Ageing
- Computer Vision and Machine Learning
- Faculty of Engineering, LTH
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- 2025
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Mark
Breast cancer classification in point-of-care ultrasound imaging—the impact of training data
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- Contribution to journal › Article
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Mark
Towards Out-of-Distribution Detection for Breast Cancer Classification in Point-of-Care Ultrasound Imaging
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
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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
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- Contribution to journal › Article
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Artificial intelligence for detection of prostate cancer in biopsies during active surveillance
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- Contribution to journal › Article
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Mark
Fast Relative Pose Estimation using Relative Depth
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
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Mark
Deep learning prediction of quantitative coronary angiography values using myocardial perfusion images with a CZT camera
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- Contribution to journal › Article
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Mark
Systematic Augmentation in HSV Space for Semantic Segmentation of Prostate Biopsies
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
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Mark
Classification of point-of-care ultrasound in breast imaging using deep learning
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2022
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Mark
Detailed 3D human body reconstruction from multi-view images combining voxel super-resolution and learned implicit representation
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- Contribution to journal › Article
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Machine learning algorithm for classification of breast ultrasound images
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding