Maciej Zakrzewski
Zatrudnienie
Kontakt dla biznesu
Centrum Transferu Wiedzy i Technologii
- Lokalizacja
- Al. Zwycięstwa 27, 80-219 Gdańsk
- Telefon
- +48 58 348 62 62
- biznes@pg.edu.pl
Kontakt
- s175573@student.pg.edu.pl
Wybrane publikacje
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Adaptive Hounsfield Scale Windowing in Computed Tomography Liver Segmentation
In computed tomography (CT) imaging, the Hounsfield Unit (HU) scale quantifies radiodensity, but its nonlinear nature across organs and lesions complicates machine learning analysis. This paper introduces an automated method for adaptive HU scale windowing in deep learning-based CT liver segmentation. We propose a new neural network layer that optimizes HU scale window parameters during training. Experiments on the Liver Tumor...
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