Kalle Åström

Statistics Sweden — Sweden

Computer Science · Physical Sciences

46h-index7.7kcitations492works3.82yr avg
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Research Topics

Advanced Vision and Imaging(95), Robotics and Sensor-Based Localization(75), Optical measurement and interference techniques(45), Indoor and Outdoor Localization Technologies(44), Advanced Image and Video Retrieval Techniques(38)

Publications492 total

Longitudinal outcome prediction of prostate cancer patients on active surveillance using multiple instance learning
Journal of Medical Imaging·2025Open Access
Reference proteins to improve Core 1 and Core 2 Alzheimer’s disease CSF and plasma biomarkers
Brain·2025Open Access
Sparse Multiview Open-Vocabulary 3D Detection
arXiv (Cornell University)·2025Open Access
Algebraic analysis of Doppler-based positioning with application to LEO satellites
2025
Integrating Smooth Motion Assumptions with Ransac-Based Sound Source Localization
2025
4. Den sociala regleringens fält
2025· 1 citedOpen Access
Converting T1-weighted MRI from 3T to 7T quality using deep learning
arXiv (Cornell University)·2025Open Access
Detection and Localization of Drones and UAVs Using Sound and Vision
2025
Outcome prediction of prostate cancer patients on active surveillance using weakly supervised deep learning
2025
Machine learning prediction of tau‐PET in Alzheimer's disease using plasma, MRI, and clinical data
Alzheimer s & Dementia·2025· 20 citedOpen Access
Breast cancer classification in point-of-care ultrasound imaging—the impact of training data
Journal of Medical Imaging·2025· 1 citedOpen Access
Single-Source Localization as an Eigenvalue Problem
IEEE Transactions on Signal Processing·2025· 3 citedOpen Access
The Impact of Semi-supervised Learning on Line Segment Detection
Lecture notes in computer science·2025
SONNET: Enhancing Time Delay Estimation by Leveraging Simulated Audio
Lecture notes in computer science·2024· 1 cited
Improved precision of Alzheimer’s disease fluid biomarkers when using Amyloid‐β<sub>40</sub> or non‐phosphorylated tau as a reference
Alzheimer s & Dementia·2024Open Access
Unlocking Tau PET Accessibility: a Machine Learning‐Based Prediction of Tau Pathology from Plasma, MRI and Clinical Variables
Alzheimer s & Dementia·2024Open Access
SONNET: Enhancing Time Delay Estimation by Leveraging Simulated Audio
arXiv (Cornell University)·2024Open Access
The Impact of Semi-Supervised Learning on Line Segment Detection
arXiv (Cornell University)·2024Open Access
NeuroNCAP: Photorealistic Closed-Loop Safety Testing for Autonomous Driving
Lecture notes in computer science·2024· 5 cited
wav2pos: Sound Source Localization using Masked Autoencoders
2024· 5 cited
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Frequent Co-authors

Anders Heyden(7), Magnus Oskarsson(6), Martin Byröd(5), Klas Josephson(4), Yubin Kuang(3), C. Canudas(2), Konrad Braun(2), Darragh Duffy(2), Étienne Patin(2), Jacques Fellay(2), Matthew L. Albert(2), Lluís Quintana‐Murci(2), Viktor Larsson(2), Roberto Cipolla(2), Fredrik Kahl(2), Markus Nilsson(2), Anders Herlin(2), Håkan Ardö(2), Oleksiy Guzhva(2), C. Fred Bergsten(2)