Computer Vision and Machine Learning

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2025
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 Trustworthiness for Deep Learning Based Breast Cancer Detection Using Point-of-Care Ultrasound Imaging in Low-Resource Settings
Wodrich, Marisa ^LU ; Karlsson, Jennie ^LU ; Lång, Kristina ^LU and Arvidsson, Ida ^LU (2025) 1st MICCAI Meets Africa Workshop, MImA 2024 and 1st MICCAI Student Board Workshop on Empowering Medical Information Computing and Research through Early-Career Expertise, EMERGE 2024, Held in Conjunction with MICCAI 2024 In Communications in Computer and Information Science 2240. p.42-51
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Efficient Two-view Estimation using Richer Geometric Correspondences
Astermark, Jonathan ^LU (2025) In Licensiate Theses in Mathematical Sciences 2025(1).
- Thesis › Licentiate thesis
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
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
Mark FACT : Multinomial Misalignment Classification for Point Cloud Registration
Dillén, Ludvig ^LU ; Forssén, Per Erik and Edstedt, Johan (2025) 23rd Scandinavian Conference on Image Analysis, SCIA 2025 In Lecture Notes in Computer Science 15725 LNCS. p.324-337
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Anatomically informed deep learning framework for generating fast, low-dose synthetic CBCT for prostate radiotherapy
Kadhim, Mustafa ^LU ; Persson, Emilia ^LU ; Haraldsson, André ^LU ; Gustafsson, Christian Jamtheim ^LU ; Nilsson, Mikael ^LU ; Kügele, Malin ^LU ; Bäck, Sven ^LU and Ceberg, Sofie ^LU (2025) In Scientific Reports 15(1).
- Contribution to journal › Article
Mark Visual Re-ranking with Non-visual Side Information
Hanning, Gustav ^LU ; Flood, Gabrielle ^LU and Larsson, Viktor ^LU (2025) 23rd Scandinavian Conference on Image Analysis, SCIA 2025 In Lecture Notes in Computer Science 15725 LNCS. p.310-323
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Fine-Grained Classification of Unpigmented Skin Cancer from Paired Dermatoscopy Images
Gummeson, Anna ^LU ; Flood, Gabrielle ^LU ; Nielsen, Kari ^LU ; Nätterdahl, Carolina ^LU ; Johansson, Fredrik ^LU ; Ingvar, Åsa ^LU and Arvidsson, Ida ^LU (2025) 23rd Scandinavian Conference on Image Analysis, SCIA 2025 In Lecture Notes in Computer Science 15726 LNCS. p.293-306
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Out-of-Distribution Detection in Point-of-Care Ultrasound Breast Imaging Using Variational Autoencoders
Åström, Oskar ^LU and Karlsson, Jennie ^LU (2025) In Lecture Notes in Computer Science 15725. p.118-130
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding

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