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Andrew Gilbert
Andrew Gilbert
Data scientist GE Healthcare
Verified email at ge.com
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Year
The ‘Digital Twin’to enable the vision of precision cardiology
J Corral-Acero, F Margara, M Marciniak, C Rodero, F Loncaric, Y Feng, ...
European heart journal 41 (48), 4556-4564, 2020
4382020
Generating synthetic labeled data from existing anatomical models: an example with echocardiography segmentation
A Gilbert, M Marciniak, C Rodero, P Lamata, E Samset, K Mcleod
IEEE Transactions on Medical Imaging 40 (10), 2783-2794, 2021
472021
Automated left ventricle dimension measurement in 2d cardiac ultrasound via an anatomically meaningful cnn approach
A Gilbert, M Holden, L Eikvil, SA Aase, E Samset, K McLeod
Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image …, 2019
182019
Model-based analysis of electrode placement and pulse amplitude for hippocampal stimulation
CS Bingham, K Loizos, JY Gene, A Gilbert, JMC Bouteiller, D Song, ...
IEEE Transactions on Biomedical Engineering 65 (10), 2278-2289, 2018
152018
A population-level approach to temperature robustness in neuromorphic systems
E Kauderer-Abrams, A Gilbert, A Voelker, B Benjamin, TC Stewart, ...
2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017
152017
Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound
S Thomas, A Gilbert, G Ben-Yosef
International Conference on Medical Image Computing and Computer-Assisted …, 2022
132022
A data augmentation pipeline to generate synthetic labeled datasets of 3D echocardiography images using a GAN
C Tiago, A Gilbert, AS Beela, SA Aase, SR Snare, J Šprem, K McLeod
IEEE Access 10, 98803-98815, 2022
122022
Septal curvature as a robust and reproducible marker for basal septal hypertrophy
M Marciniak, A Gilbert, F Loncaric, JF Fernandes, B Bijnens, M Sitges, ...
Journal of hypertension 39 (7), 1421-1428, 2021
122021
A large-scale detailed neuronal model of electrical stimulation of the dentate gyrus and perforant path as a platform for electrode design and optimization
CS Bingham, K Loizos, G Yu, A Gilbert, JM Bouteiller, D Song, G Lazzi, ...
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
62016
User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing
A Gilbert, M Holden, L Eikvil, M Rakhmail, A Babić, SA Aase, E Samset, ...
IEEE journal of biomedical and health informatics 25 (6), 2113-2124, 2020
52020
Doppler spectrum classification with CNNs via heatmap location encoding and a multi-head output layer
A Gilbert, M Holden, L Eikvil, M Rakhmail, A Babic, SA Aase, E Samset, ...
arXiv preprint arXiv:1911.02407, 2019
32019
A 3-D admittance-level computational model of a rat hippocampus for improving prosthetic design
A Gilbert, K Loizos, AK RamRakhyani, P Hendrickson, G Lazzi, TW Berger
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
32015
Generation of 3D Cardiovascular Ultrasound Labeled Data via Deep Learning
C Tiago, A Gilbert, SR Snare, J Sprem, K McLeod
12021
Computational Modeling of the Rat Hippocampus for Improving Neural Stimulation
A Gilbert
Electrical engineering, University of Utah, 2016
2016
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