| 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 | 90 | 2022 |
| 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 | 62 | 2022 |
| 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 | 43 | 2021 |
| 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 | 41 | 2021 |
| 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 | 36 | 2018 |
| 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 | 28 | 2022 |
| 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 | 26* | 2022 |
| 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 | 23 | 2023 |
| 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 | 20 | 2020 |
| 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 | 20 | 2020 |
| 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 | 15 | 2023 |
| 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 | 14 | 2021 |
| 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 | 12 | 2022 |
| 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 | 11 | 2022 |
| 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 | 11 | 2021 |
| Systolic blood pressure and cardiovascular risk in patients with diabetes: a prospective cohort study S Rao, Y Li, M Nazarzadeh, D Canoy, M Mamouei, A Hassaine, ... Hypertension 80 (3), 598-607, 2023 | 10 | 2023 |
| 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 | 10 | 2020 |
| 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 | 9 | 2020 |
| 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 | 6 | 2021 |
| 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 | 6 | 2020 |
Kazem RahimiUniversity of Oxford;Email verificata su wrh.ox.ac.uk