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Mohammad Mamouei
Mohammad Mamouei
Machine Learning Scientist at University of Oxford
Verified email at wrh.ox.ac.uk
Title
Cited by
Cited by
Year
Hi-BEHRT: hierarchical transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records
Y Li, M Mamouei, G Salimi-Khorshidi, S Rao, A Hassaine, D Canoy, ...
IEEE journal of biomedical and health informatics 27 (2), 1106-1117, 2022
632022
COVID-19 trajectories among 57 million adults in England: a cohort study using electronic health records
JH Thygesen, C Tomlinson, S Hollings, MA Mizani, A Handy, A Akbari, ...
The Lancet Digital Health 4 (7), e542-e557, 2022
502022
A framework for user-and system-oriented optimisation of fuel efficiency and traffic flow in adaptive cruise control
M Mamouei, I Kaparias, G Halikias
Transportation Research Part C: Emerging Technologies 92, 27-41, 2018
362018
Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records
Y Li, S Rao, A Hassaine, R Ramakrishnan, D Canoy, G Salimi-Khorshidi, ...
Scientific reports 11 (1), 20685, 2021
332021
An empirical investigation of deviations from the Beer–Lambert law in optical estimation of lactate
M Mamouei, K Budidha, N Baishya, M Qassem, PA Kyriacou
Scientific Reports 11 (1), 13734, 2021
332021
Uncertainty-aware interpretable deep learning for slum mapping and monitoring
T Fisher, H Gibson, Y Liu, M Abdar, M Posa, G Salimi-Khorshidi, ...
Remote Sensing 14 (13), 3072, 2022
212022
Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
R Shishir, M Mamouei, G Salimi-Khorshidi, Y Li, R Ramakrishnan, ...
IEEE Transactions on Neural Networks and Learning Systems, 1-12, 2022
202022
Identification and quantitative determination of lactate using optical spectroscopy—towards a noninvasive tool for early recognition of sepsis
K Budidha, M Mamouei, N Baishya, M Qassem, P Vadgama, PA Kyriacou
Sensors 20 (18), 5402, 2020
172020
Comparison of wavelength selection methods for in-vitro estimation of lactate: a new unconstrained, genetic algorithm-based wavelength selection
M Mamouei, K Budidha, N Baishya, M Qassem, P Kyriacou
Scientific Reports 10 (1), 16905, 2020
162020
An interpretable machine learning framework for measuring urban perceptions from panoramic street view images
Y Liu, M Chen, M Wang, J Huang, F Thomas, K Rahimi, M Mamouei
Iscience 26 (3), 2023
152023
Design and analysis of a continuous and non-invasive multi-wavelength optical sensor for measurement of dermal water content
M Mamouei, S Chatterjee, M Razban, M Qassem, PA Kyriacou
Sensors 21 (6), 2162, 2021
102021
Road traffic noise and incidence of primary hypertension: a prospective analysis in UK Biobank
J Huang, T Yang, J Gulliver, AL Hansell, M Mamouei, YS Cai, K Rahimi
JACC: Advances 2 (2), 100262, 2023
92023
Ambient air pollution and respiratory health in sub-Saharan African children: A cross-sectional analysis
YS Cai, H Gibson, R Ramakrishnan, M Mamouei, K Rahimi
International journal of environmental research and public health 18 (18), 9729, 2021
92021
Investigations into the effects of pH on quantitative measurements of lactate in biological media using ATR-FTIR spectroscopy
N Baishya, M Mamouei, K Budidha, M Qassem, P Vadgama, PA Kyriacou
Molecules 25 (16), 3695, 2020
92020
Validation of risk prediction models applied to longitudinal electronic health record data for the prediction of major cardiovascular events in the presence of data shifts
Y Li, G Salimi-Khorshidi, S Rao, D Canoy, A Hassaine, T Lukasiewicz, ...
European Heart Journal-Digital Health 3 (4), 535-547, 2022
82022
Comparison of pulse rate variability and morphological features of photoplethysmograms in estimation of blood pressure
E Mejía-Mejía, K Budidha, PA Kyriacou, M Mamouei
Biomedical Signal Processing and Control 78, 103968, 2022
82022
Near infrared spectrometric investigation of lactate in a varying pH buffer
N Baishya, M Mamouei, K Budidha, M Qassem, P Vadgama, P Kyriacou
Journal of Near Infrared Spectroscopy, 2020
82020
Transfer learning in electronic health records through clinical concept embedding
JRA Solares, Y Zhu, A Hassaine, S Rao, Y Li, M Mamouei, D Canoy, ...
arXiv preprint arXiv:2107.12919, 2021
62021
Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm
M Abdar, A Mehrzadi, M Goudarzi, F Masoudkabir, L Rundo, M Mamouei, ...
Information Fusion 97, 101813, 2023
52023
Investigating the association of environmental exposures and all-cause mortality in the UK Biobank using sparse principal component analysis
M Mamouei, Y Zhu, M Nazarzadeh, A Hassaine, G Salimi-Khorshidi, ...
Scientific Reports 12 (1), 9239, 2022
52022
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