Computer Vision and Machine Learning

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2025
Mark Machine learning prediction of tau-PET in Alzheimer's disease using plasma, MRI, and clinical data
Karlsson, Linda ^LU ; Vogel, Jacob ^LU ; Arvidsson, Ida ^LU ; Åström, Kalle ^LU ; Strandberg, Olof ^LU ; Seidlitz, Jakob ; Bethlehem, Richard A.I. ; Stomrud, Erik ^LU ; Ossenkoppele, Rik ^LU and Ashton, Nicholas J. , et al. (2025) In Alzheimer's and Dementia 21(2).
- Contribution to journal › Article
Mark Leveraging axis-aligned subspaces for high-dimensional Bayesian optimization with group testing
Hellsten, Erik ^LU ; Hvarfner, Carl ^LU ; Papenmeier, Leonard ^LU and Nardi, Luigi ^LU (2025)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Predicting intra-field yield variations for winter wheat using remote sensing and Graph Attention Networks
Åström, Oskar ^LU ; Månsson, Simon ; Lazar, Isac ; Nilsson, Magnus ; Ekelöf, Joakim ; Oxenstierna, Andreas and Sopasakis, Alexandros ^LU (2025) In Computers and Electronics in Agriculture 237.
- Contribution to journal › Article
Mark Enhancing the Prediction of Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Routine Full-Breast Mammograms
Zhang, Daqu ^LU ; Dihge, Looket ^LU ; Bendahl, Pär-Ola ^LU ; Arvidsson, Ida ^LU ; Dustler, Magnus ^LU ; Ellbrant, Julia ^LU ; Gulis, Kim ^LU ; Hjärtström, Malin ^LU ; Ohlsson, Mattias ^LU and Rejmer, Cornelia ^LU , et al. (2025) In Breast Cancer Research
- Working paper/Preprint › Preprint in preprint archive
Mark Towards Zero Bottlenecks for Scaling Autonomous Driving
Tonderski, Adam ^LU (2025) In Doctoral Theses in Mathematical Sciences 2025(1).
- Thesis › Doctoral thesis (compilation)
Mark NeuroNCAP : Photorealistic Closed-Loop Safety Testing for Autonomous Driving
Ljungbergh, William ; Tonderski, Adam ^LU ; Johnander, Joakim ; Caesar, Holger ; Åström, Kalle ^LU ; Felsberg, Michael and Petersson, Christoffer (2025) 18th European Conference on Computer Vision, ECCV 2024 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 15088 LNCS. p.161-177
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Relative Pose from Cylinder Silhouettes
Gummeson, Anna ^LU and Oskarsson, Magnus ^LU (2025) 17th Asian Conference on Computer Vision, ACCV 2024 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 15480 LNCS. p.245-261
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark SONNET : Enhancing Time Delay Estimation by Leveraging Simulated Audio
Tegler, Erik ^LU ; Oskarsson, Magnus ^LU and Åström, Kalle ^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) 15320 LNCS. p.289-303
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Single-Source Localization as an Eigenvalue Problem
Larsson, Martin ^LU ; Larsson, Viktor ^LU ; Astrom, Kalle ^LU and Oskarsson, Magnus ^LU (2025) In IEEE Transactions on Signal Processing 73. p.574-583
- Contribution to journal › Article
Mark Enhancing sparse identification of nonlinear dynamics with Earth-Mover distance and group similarity
Liu, Donglin ^LU and Sopasakis, Alexandros ^LU (2025) In Chaos (Woodbury, N.Y.) 35(3).
- Contribution to journal › Article

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