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Elisabeth Lane
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Multibeat echocardiographic phase detection using deep neural networks
ES Lane, N Azarmehr, J Jevsikov, JP Howard, MJ Shun-Shin, GD Cole, ...
Computers in Biology and Medicine 133, 104373, 2021
212021
Neural architecture search of echocardiography view classifiers
N Azarmehr, X Ye, JP Howard, ES Lane, R Labs, MJ Shun-Shin, GD Cole, ...
Journal of Medical Imaging 8 (3), 034002-034002, 2021
132021
Automated multi-beat tissue Doppler echocardiography analysis using deep neural networks
ES Lane, J Jevsikov, MJ Shun-Shin, N Dhutia, N Matoorian, GD Cole, ...
Medical & Biological Engineering & Computing 61 (5), 911-926, 2023
52023
Influence of loss function on left ventricular volume and ejection fraction estimation in deep neural networks
P Naidoo, EI Alajrami, ES Lane, J Jevsikov, MJ Shun-shin, DP Francis, ...
32022
Deep Active Learning for Left Ventricle Segmentation in Echocardiography
E Alajrami, P Naidoo, J Jevsikov, E Lane, J Pordoy, ND Serej, ...
International Conference on Functional Imaging and Modeling of the Heart …, 2023
12023
Automated Analysis of Mitral Inflow Doppler Using Deep Neural Networks
J Jevsikov, ES Lane, E Alajrami, P Naidoo, ND Serej, N Azarmehr, ...
International Conference on Functional Imaging and Modeling of the Heart …, 2023
12023
A computer vision pipeline for fully automated echocardiogram interpretation
E Lane
University of West London, 2022
12022
Automated mitral inflow Doppler peak velocity measurement using deep learning
J Jevsikov, T Ng, ES Lane, E Alajrami, P Naidoo, P Fernandes, JS Sehmi, ...
Computers in Biology and Medicine, 108192, 2024
2024
Automated analysis of mitral inflow doppler using convolutional neural networks
J Jevsikov, ES Lane, CC Stowell, MJ Shun-shin, DP Francis, M Zolgharni
2022
Echocardiographic Phase Detection Using Neural Networks
ES Lane, N Azarmehr, J Jevsikov, JP Howard, M Shun-shin, DP Francis, ...
Medical Imaging with Deep Learning, 2021
2021
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