Anders Heyden

Statistics Sweden — Sweden

Computer Science · Physical Sciences

30h-index10.7kcitations281works1.12yr avg
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Research Topics

Advanced Vision and Imaging(130), Robotics and Sensor-Based Localization(69), Optical measurement and interference techniques(68), Medical Image Segmentation Techniques(48), Image and Object Detection Techniques(34)

Publications281 total

RoMa v2: Harder Better Faster Denser Feature Matching
arXiv (Cornell University)·2025Open Access
Longitudinal outcome prediction of prostate cancer patients on active surveillance using multiple instance learning
Journal of Medical Imaging·2025Open Access
Dense Match Summarization for Faster Two-view Estimation
2025
Dense Match Summarization for Faster Two-view Estimation
arXiv (Cornell University)·2025Open Access
Outcome prediction of prostate cancer patients on active surveillance using weakly supervised deep learning
2025
Breast cancer classification in point-of-care ultrasound imaging—the impact of training data
Journal of Medical Imaging·2025· 1 citedOpen Access
Towards Out-of-Distribution Detection for Breast Cancer Classification in Point-of-Care Ultrasound Imaging
Lecture notes in computer science·2024· 1 cited
Artificial intelligence for detection of prostate cancer in biopsies during active surveillance
British Journal of Urology·2024· 5 citedOpen Access
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
Alzheimer s Research & Therapy·2024· 3 citedOpen Access
Fast Relative Pose Estimation using Relative Depth
2024· 2 cited
Towards Out-of-Distribution Detection for breast cancer classification in Point-of-Care Ultrasound Imaging
arXiv (Cornell University)·2024Open Access
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
Research Square (Research Square)·2023· 1 citedOpen Access
Classification of point-of-care ultrasound in breast imaging using deep learning
2023· 5 cited
Systematic Augmentation in HSV Space for Semantic Segmentation of Prostate Biopsies
Lecture notes in computer science·2023
Minimal Solvers for Point Cloud Matching with Statistical Deformations
2022 26th International Conference on Pattern Recognition (ICPR)·2022
Trust Your IMU: Consequences of Ignoring the IMU Drift
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)·2022· 15 cited
Deep learning prediction of quantitative coronary angiography values using myocardial perfusion images with a CZT camera
Journal of Nuclear Cardiology·2022· 4 cited
Machine learning algorithm for classification of breast ultrasound images
Medical Imaging 2022: Computer-Aided Diagnosis·2022· 4 cited
Detailed 3D human body reconstruction from multi-view images combining voxel super-resolution and learned implicit representation
Applied Intelligence·2021· 28 citedOpen Access
Generic Merging of Structure from Motion Maps with a Low Memory\n Footprint
arXiv (Cornell University)·2021Open Access
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Frequent Co-authors

Kalle Åström(13), Gunnar Sparr(6), Björn Nilsson(5), Fredrik Kahl(4), Rikard Berthilsson(3), Ida Arvidsson(3), Anders Bjartell(3), Agnieszka Krzyzanowska(3), Magnus Oskarsson(3), Ola Dahl(3), Mads Nielsen(2), Peter Johansen(2), H.L.A. van der Kallen(2), Henrik S. Huitfeldt(2), Niels Christian Overgaard(2), Zhongguo Li(2), Fredrik Nyberg(2), Marc Pollefeys(1), Erik Alpkvist(1), Cristian Picioreanu(1)