Concepedia

Konstantinos Kamnitsas

KK

Statistics

Publications

33

Citations

7.8K

H-Index

23

Active since

2015

Affiliations

Imperial College London(Current)

Institute of Group Analysis

University of Cambridge

NIHR Imperial Biomedical Research Centre

King's College London

Konstantinos Kamnitsas is an author at Imperial College London specializing in diagnostic imaging, computing, and computer science.

ORCID

Publications per year

2015–2023

33

Publications

33

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

Konstantinos Kamnitsas, Christian Ledig, Virginia Newcombe et al. · Medical Image Analysis · 2016 · 3.5K citations · Full text

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Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

Ozan Oktay, Enzo Ferrante, Konstantinos Kamnitsas et al. · IEEE Transactions on Medical Imaging · 2017 · 739 citations · Full text

, , +17

ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI

Oskar Maier, Bjoern Menze, Janina von der Gablentz et al. · Medical Image Analysis · 2016 · 531 citations · Full text

, , +16

Domain Generalization via Model-Agnostic Learning of Semantic Features

Qi Dou, Daniel C. Castro, Konstantinos Kamnitsas et al. · arXiv (Cornell University) · 2019 · 429 citations · Full text

, , +14

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks

Martin Rajchl, Matthew Chung Hai Lee, Ozan Oktay et al. · IEEE Transactions on Medical Imaging · 2016 · 417 citations · Full text

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