Search Results for author: Keyur Radiya

Found 2 papers, 2 papers with code

View it like a radiologist: Shifted windows for deep learning augmentation of CT images

1 code implementation25 Nov 2023 Eirik A. Østmo, Kristoffer K. Wickstrøm, Keyur Radiya, Michael C. Kampffmeyer, Robert Jenssen

Our method outperforms classical intensity augmentations as well as the intensity augmentation pipeline of the popular nn-UNet on multiple datasets.

Computed Tomography (CT) Lesion Segmentation

A clinically motivated self-supervised approach for content-based image retrieval of CT liver images

2 code implementations11 Jul 2022 Kristoffer Knutsen Wickstrøm, Eirik Agnalt Østmo, Keyur Radiya, Karl Øyvind Mikalsen, Michael Christian Kampffmeyer, Robert Jenssen

We address these limitations by (1) proposing a self-supervised learning framework that incorporates domain-knowledge into the training procedure and (2) providing the first representation learning explainability analysis in the context of CBIR of CT liver images.

Content-Based Image Retrieval Representation Learning +2

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