Soroush Oskouei
Trondheim
About
- B.Sc. in Atomic and Molecular Physics
- M.Sc. in Medical Physics
I am currently a Ph.D. candidate in medical technology and am working on deep learning methods in digital pathology.
I have worked with machine learning and computational methods in various health-related data. I love population-based optimization methods, combinatorics, deep learning, and network theory.
I also have experience in prokaryotic and eukaryotic cell culturing, image processing, data analysis, and analytics.
Publications
2025
-
Oskouei, Soroush;
Pedersen, André;
Valla, Marit;
Dale, Vibeke Grotnes;
Wahl, Sissel Gyrid Freim;
Haugum, Mats Dehli.
(2025)
OKEN: A Supervised Evolutionary Optimizable Dimensionality Reduction Framework for Whole Slide Image Classification.
Bioengineering
Academic article
-
Oskouei, Soroush;
Pedersen, André;
Valla, Marit;
Dale, Vibeke Grotnes;
Wahl, Sissel Gyrid Freim;
Haugum, Mats Dehli.
(2025)
Low-Cost Lung Cancer Classification in WSIs Using a Foundation Model and Evolving Prototypes.
Algorithms
Academic article
-
Oskouei, Soroush;
Valla, Marit;
Pedersen, Andre;
Smistad, Erik;
Dale, Vibeke Grotnes;
Høibø, Maren.
(2025)
Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion.
Journal of Imaging
Academic article
Journal publications
-
Oskouei, Soroush;
Pedersen, André;
Valla, Marit;
Dale, Vibeke Grotnes;
Wahl, Sissel Gyrid Freim;
Haugum, Mats Dehli.
(2025)
OKEN: A Supervised Evolutionary Optimizable Dimensionality Reduction Framework for Whole Slide Image Classification.
Bioengineering
Academic article
-
Oskouei, Soroush;
Pedersen, André;
Valla, Marit;
Dale, Vibeke Grotnes;
Wahl, Sissel Gyrid Freim;
Haugum, Mats Dehli.
(2025)
Low-Cost Lung Cancer Classification in WSIs Using a Foundation Model and Evolving Prototypes.
Algorithms
Academic article
-
Oskouei, Soroush;
Valla, Marit;
Pedersen, Andre;
Smistad, Erik;
Dale, Vibeke Grotnes;
Høibø, Maren.
(2025)
Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion.
Journal of Imaging
Academic article