Search Results for author: Turkay Kart

Found 3 papers, 2 papers with code

DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization

no code implementations30 Sep 2021 Turkay Kart, Wenjia Bai, Ben Glocker, Daniel Rueckert

In recent years, the research landscape of machine learning in medical imaging has changed drastically from supervised to semi-, weakly- or unsupervised methods.

Clustering Deep Clustering +1

Training deep segmentation networks on texture-encoded input: application to neuroimaging of the developing neonatal brain

1 code implementation MIDL 2019 Ahmed E. Fetit, John Cupitt, Turkay Kart, Daniel Rueckert

Standard practice for using convolutional neural networks (CNNs) in semantic segmentation tasks assumes that the image intensities are directly used for training and inference.

Segmentation Semantic Segmentation

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