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Mohammad Mamouei
Mohammad Mamouei
Machine Learning Scientist at University of Oxford
Verified email at wrh.ox.ac.uk
Title
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Cited by
Year
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
252018
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), 1-12, 2020
122020
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), 1-13, 2021
102021
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
92020
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
82020
In-vitro spectrometric analysis of hyperlactatemia and lactic acidosis in buffer relating to sepsis
N Baishya, M Mamouei, K Budidha, M Qassem, P Vadgama, P Kyriacou
Journal of Near Infrared Spectroscopy 29 (1), 53-59, 2021
52021
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
42020
The efficacy of support vector machines in modelling deviations from the Beer-Lambert law for optical measurement of lactate
M Mamouei, K Budidha, N Baishya, M Qassem, PA Kyriacou
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
32020
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, 2022
22022
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), 1-9, 2021
22021
Near Infrared and Aquaphotomic analysis of water absorption in lactate containing media
N Baishya, M Mamouei, K Budidha, M Qassem, P Vadgama, PA Kyriacou
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
22020
Comparison of a Genetic Algorithm Variable Selection and Interval Partial Least Squares for quantitative analysis of lactate in PBS
M Mamouei, M Qassem, K Budidha, N Baishya, P Vadgama, PA Kyriacou
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
22019
A quantitative approach to the behavioural analysis of drivers in highways using particle filtering
M Mamouei, I Kaparias, G Halikias
Transportation Planning and Technology, 2015
22015
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
12021
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, ...
arXiv preprint arXiv:2106.11360, 2021
12021
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
12021
Comparison of dual beam dispersive and FTNIR spectroscopy for lactate detection
N Baishya, M Mamouei, K Budidha, M Qassem, P Vadgama, PA Kyriacou
Sensors 21 (5), 1891, 2021
12021
A nationwide deep learning pipeline to predict stroke and COVID-19 death in atrial fibrillation
A Handy, A Wood, C Sudlow, C Tomlinson, F Kee, JH Thygesen, ...
medRxiv, 2021
12021
Measurement of dermal water content using a multi-wavelength optical sensor
M Mamouei, M Qassem, M Razban, PA Kyriacou
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
12020
Validation of a system-level fuel economy based control method for autonomous vehicles
MH Mamouei, I Kaparias, F Galatioto
12018
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Articles 1–20