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Konstantinos Kamnitsas | Researchclopedia

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Konstantinos Kamnitsas

University of Oxford ORCID

133

Works

12,878

Citations

36

h-index

55

i10-index

Research Topics

Advanced Neural Network Applications Domain Adaptation and Few-Shot Learning Medical Image Segmentation Techniques

Affiliations

Johns Hopkins University2019–2019

University of Pittsburgh2020–2020

King's College London2020–2020

University of Oxford2022–2025

Royal Brompton Hospital2016–2016

Top Works

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

Konstantinos Kamnitsas,Christian Ledig,et al.

20163,429 citations

Radiomics and Machine Learning in Medical Imaging

COVID-19 diagnosis using AI

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

Ozan Oktay,Enzo Ferrante,et al.

2017728 citations

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

Oskar Maier,Bjoern Menze,et al.

2016521 citations

Unsupervised Domain Adaptation in Brain Lesion Segmentation with Adversarial Networks

Konstantinos Kamnitsas,Christian F. Baumgartner,et al.

2017485 citations

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

Baptiste Vasey,Myura Nagendran,et al.

2022443 citations

Domain Generalization via Model-Agnostic Learning of Semantic Features

Qi Dou,Daniel C. Castro,et al.

2019428 citations

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

Martin Rajchl,Matthew C. H. Lee,et al.

2016411 citations

Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation

Konstantinos Kamnitsas,Wenjia Bai,et al.

2018398 citations

SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

Christian F. Baumgartner,Konstantinos Kamnitsas,et al.

2017398 citations