Filip Winzell

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2026
Mark Dual energy CT and deep learning for an automated volumetric segmentation of the major intracranial tissues : Feasibility and initial findings
Fransson, Veronica ^LU ; Winzell, Filip ^LU ; Ramgren, Birgitta ^LU ; Christensen, Søren ^LU ; Ydström, Kristina ^LU ; Arvidsson, Ida ^LU ; Overgaard, Niels Christian ^LU ; Åström, Kalle ^LU ; Heyden, Anders ^LU and Wassélius, Johan ^LU (2026) In Medical Physics 53(1).
- Contribution to journal › Article
2025
Mark Outcome prediction of prostate cancer patients on active surveillance using weakly supervised deep learning
Winzell, Filip ^LU ; Arvidsson, Ida ^LU ; Åström, Kalle ^LU ; Overgaard, Niels Christian ^LU ; Marginean, Felicia-Elena ^LU ; Simoulis, Athanasios ^LU ; Bjartell, Anders ^LU ; Krzyzanowska, Agnieszka ^LU and Heyden, Anders ^LU (2025) SPIE Medical Imaging 2025 13413.
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Longitudinal outcome prediction of prostate cancer patients on active surveillance using multiple instance learning
Winzell, Filip ^LU ; Arvidsson, Ida ^LU ; Åström, Kalle ^LU ; Overgaard, Niels Christian ^LU ; Marginean, Felicia Elena ^LU ; Simoulis, Athanasios ^LU ; Bjartell, Anders ^LU ; Krzyzanowska, Agnieszka ^LU and Heyden, Anders ^LU (2025) In Journal of Medical Imaging 12(6).
- Contribution to journal › Article
2023
Mark Systematic Augmentation in HSV Space for Semantic Segmentation of Prostate Biopsies
Winzell, Filip ^LU ; Arvidsson, Ida ^LU ; Overgaard, Niels Christian ^LU ; Åström, Kalle ^LU ; Marginean, Felicia-Elena ^LU ; Bjartell, Anders ^LU ; Krzyzanowska, Agnieszka ^LU ; Simoulis, Athanasios ^LU and Heyden, Anders ^LU (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